outline of chapter 1 of dissertation

• How it works

How to Write the Thesis Or Dissertation Introduction – Guide

Published by Carmen Troy at August 31st, 2021 , Revised On January 24, 2024

Introducing your Dissertation Topic

What would you tell someone if they asked you to introduce yourself? You’d probably start with your name, what you do for a living…etc., etc., etc. Think of your dissertation. How would you go about it if you had to introduce it to the world for the first time?

Keep this forefront in your mind for the remainder of this guide: you are introducing your research to the world that doesn’t even know it exists. Every word, phrase and line you write in your introduction will stand for the strength of your dissertation’s character.

This is not very different from how, in real life, if someone fails to introduce themselves properly (such as leaving out what they do for a living, where they live, etc.) to a stranger, it leaves a lasting impression on the stranger.

Don’t leave your dissertation a stranger among other strangers. Let’s review the little, basic concepts we already have at the back of our minds, perhaps, to piece them together in one body: an introduction.

What Goes Inside an Introduction

The exact ingredients of a dissertation or thesis introduction chapter vary depending on  your chosen research topic, your university’s guidelines, and your academic subject – but they are generally mixed in one sequence or another to introduce an academic argument.

The critical elements of an excellent dissertation introduction include a definition of the selected research topic , a reference to previous studies on the subject, a statement of the value of the subject for academic and scientific communities, a clear aim/purpose of the study, a list of your objectives, a reference to viewpoints of other researchers and a justification for the research.

Topic Discussion versus Topic Introduction

Discussing and introducing a topic are two highly different aspects of dissertation introduction writing. You might find it easy to discuss a topic, but introducing it is much trickier.

The introduction is the first thing a reader reads; thus, it must be to the point, informative, engaging, and enjoyable. Even if one of these elements is missing, the reader will not be motivated to continue reading the paper and will move on to something different.

So, it’s critical to fully understand how to write the introduction of a dissertation before starting the actual write-up.

When writing a dissertation introduction, one has to explain the title, discuss the topic and present a background so that readers understand what your research is about and what  results you expect to achieve at the end of the research work.

As a standard practice, you might work on your dissertation introduction chapter several times. Once when you’re working on your proposal and the second time when writing your actual dissertation.

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Many academics argue that the Introduction chapter should be the last section of the dissertation paper you should complete, but by no means is it the last part you would think of because this is where your research starts from.

Write the draft introduction as early as possible. You should write it at the same time as the proposal submission, although you must revise and edit it many times before it takes the final shape.

Considering its importance, many students remain unsure of how to write the introduction of a dissertation. Here are some of the essential elements of how to write the introduction of a dissertation that’ll provide much-needed dissertation introduction writing help.

Below are some guidelines for you to learn to  write a flawless first-class dissertation paper.

Steps of Writing a Dissertation Introduction

1. research background – writing a dissertation introduction.

This is the very first section of your introduction. Building a background of your chosen topic will help you understand more about the topic and help readers know why the general research area is problematic, interesting, central, important, etc.

Your research background should include significant concepts related to your dissertation topic. This will give your supervisor and markers an idea that you’ve investigated the research problem thoroughly and know the various aspects of your topic.

The introduction to a dissertation shouldn’t talk only about other research work in the same area, as this will be discussed in the literature review section. Moreover, this section should not include the research design  and  data collection method(s) .

All about  research strategy  should be covered in the  methodology chapter . Research background only helps to build up your research in general.

For instance, if your research is based on job satisfaction measures of a specific country, the content of the introduction chapter will generally be about job satisfaction and its impact.

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2.     Significance of the Research

As a researcher, you must demonstrate how your research will provide value to the scientific and academic communities. If your dissertation is based on a specific company or industry, you need to explain why that industry and company were chosen.

If you’re comparing, explain why you’re doing so and what this research will yield. Regardless of your chosen research topic, explain thoroughly in this section why this research is being conducted and what benefits it will serve.

The idea here is to convince your supervisor and readers that the concept should be researched to find a solution to a problem.

3.     Research Problem

Once you’ve described the main research problem  and the importance of your research, the next step would be to present your  problem statement , i.e., why this research is being conducted and its purpose.

This is one of the essential aspects of writing a dissertation’s introduction. Doing so will help your readers understand what you intend to do in this research and what they should expect from this study.

Presenting the research problem competently is crucial in persuading your readers to read other parts of the dissertation paper . This research problem is the crux of your dissertation, i.e., it gives a direction as to why this research is being carried out, and what issues the study will consider.

For example, if your dissertation is based on measuring the job satisfaction of a specific organisation, your research problem should talk about the problem the company is facing and how your research will help the company to solve that.

If your dissertation is not based on any specific organisation, you can explain the common issues that companies face when they do not consider job satisfaction as a pillar of business growth and elaborate on how your research will help them realise its importance.

Citing too many references in the introduction chapter isn’t recommended because here, you must explain why you chose to study a specific area and what your research will accomplish. Any citations only set the context, and you should leave the bulk of the literature for a later section.

4.     Research Question(s)

The central part of your introduction is the research question , which should be based on your research problem and the dissertation title. Combining these two aspects will help you formulate an exciting yet manageable research question.

Your research question is what your research aims to answer and around which your dissertation will revolve. The research question should be specific and concise.

It should be a one- or two-line question you’ve set out to answer through your dissertation. For the job satisfaction example, a sample research question could be, how does job satisfaction positively impact employee performance?

Look up dissertation introduction examples online or ask your friends to get an idea of how an ideal research question is formed. Or you can review our dissertation introduction example here  and  research question examples here .

Once you’ve formed your research question, pick out vital elements from it, based on which you will then prepare your theoretical framework  and literature review. You will come back to your research question again when  concluding your dissertation .

Sometimes, you might have to formulate a hypothesis in place of a research question. The hypothesis is a simple statement you prove with your  results ,  discussion and analysis .

A sample hypothesis could be job satisfaction is positively linked to employee job performance . The results of your dissertation could be in favour of this dissertation or against it.

Tip: Read up about what alternative, null, one-tailed and two-tailed hypotheses are so you can better formulate the hypothesis for your dissertation. Following are the definitions for each term, as retrieved from Trochim et al.’s Research Methods: The Essential Knowledge Base (2016):

• Alternative hypothesis (H 1 ): “A specific statement of prediction that usually states what you expect will happen in your study.”
• Null hypothesis (H 0 ): “The hypothesis that describes the possible outcomes other than the alternative hypothesis. Usually, the null hypothesis predicts there will be no effect of a program or treatment you are studying.”
• One-tailed hypothesis: “A hypothesis that specifies a direction; for example, when your hypothesis predicts that your program will increase the outcome.”
• Two-tailed hypothesis: “A hypothesis that does not specify a direction. For example, if you hypothesise that your program or intervention will affect an outcome, but you are unwilling to specify whether that effect will be positive or negative, you are using a two-tailed hypothesis.”

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Interesting read: 10 ways to write a practical introduction fast .

Get Help With Any Part of Your Dissertation!

Uk’s best academic support services. how would you know until you try, 5.     research aims and objectives.

Next, the research aims and objectives. Aims and objectives are broad statements of desired results of your dissertation . They reflect the expectations of the topic and research and address the long-term project outcomes.

These statements should use the concepts accurately, must be focused, should be able to convey your research intentions and serve as steps that communicate how your  research question  will be answered.

You should formulate your aims and objectives based on your topic, research question, or hypothesis. These are simple statements and are an extension of your research question.

Through the aims and objectives, you communicate to your readers what aspects of research you’ve considered and how you intend to answer your research question.

Usually, these statements initiate with words like ‘to explore’, ‘to study’, ‘to assess’, ‘to critically assess’, ‘to understand’, ‘to evaluate’ etc.

You could ask your supervisor to provide some thesis introduction examples to help you understand better how aims and objectives are formulated. More examples are here .

Your aims and objectives should be interrelated and connect to your research question and problem. If they do not, they’ll be considered vague and too broad in scope.

Always ensure your research aims and objectives are concise, brief, and relevant.

Once you conclude  your dissertation , you will have to revert back to address whether your research aims and objectives have been met.

You will have to reflect on how your dissertation’s findings , analysis, and discussion related to your aims and objectives and how your research has helped in achieving them.

6.     Research Limitations

This section is sometimes a part of the  dissertation methodology section ; however, it is usually included in the introduction of a dissertation.

Every research has some limitations. Thus, it is normal for you to experience certain limitations when conducting your study.

You could experience  research design limitations, data limitations or even financial limitations. Regardless of which type of limitation you may experience, your dissertation would be impacted. Thus, it would be best if you mentioned them without any hesitation.

When including this section in the introduction, make sure that you clearly state the type of constraint you experienced. This will help your supervisor understand what problems you went through while working on your dissertation.

However, one aspect that you should take care of is that your results, in no way, should be influenced by these restrictions. The results should not be compromised, or your dissertation will not be deemed authentic and reliable.

After you’ve mentioned your research limitations, discuss how you overcame them to produce a perfect dissertation .

Also, mention that your limitations do not adversely impact your results and that you’ve produced research with accurate results the academic community can rely on.

Also read:   How to Write Dissertation Methodology .

7.     Outline of the Dissertation

Even though this isn’t a mandatory sub-section of the introduction chapter, good introductory chapters in dissertations outline what’s to follow in the preceding chapters.

It is also usual to set out an  outline of the rest of the dissertation . Depending on your university and academic subject, you might also be asked to include it in your research proposal .

Because your tutor might want to glance over it to see how you  plan your dissertation and what sections you’d include; based on what sections you include and how you intend to research and cover them, they’d provide feedback for you to improve.

Usually, this section discusses what sections you plan to include and what concepts and aspects each section entails. A standard dissertation consists of five sections : chapters, introduction,  literature review ,  methodology ,  results  and  discussion , and  conclusion .

Some  dissertation assignments do not use the same chapter for results and discussion. Instead, they split it into two different chapters, making six chapters. Check with your supervisor regarding which format you should follow.

When discussing the  outline of your dissertation , remember that you’d have to mention what each section involves. Discuss all the significant aspects of each section to give a brief overview of what your dissertation contains, and this is precisely what our dissertation outline service  provides.

Writing a dissertation introduction might seem complicated, but it is not if you understand what is expected of you. To understand the required elements and make sure that you focus on all of them.

Include all the aspects to ensure your supervisor and other readers can easily understand how you intend to undertake your research.

“If you find yourself stuck at any stage of your dissertation introduction, get introduction writing help from our writers! At ResearchProspect, we offer a dissertation writing service , and our qualified team of writers will also assist you in conducting in-depth research for your dissertation.

Dissertation Introduction Samples & Examples

Check out some basic samples of dissertation introduction chapters to get started.

FAQs about Dissertation Introduction

What is the purpose of an introduction chapter.

It’s used to introduce key constructs, ideas, models and/or theories etc. relating to the topic; things that you will be basing the remainder of your dissertation on.

How do you start an introduction in a dissertation?

There is more than one way of starting a dissertation’s introductory chapter. You can begin by stating a problem in your area of interest, review relevant literature, identify the gap, and introduce your topic. Or, you can go the opposite way, too. It’s all entirely up to your discretion. However, be consistent in the format you choose to write in.

How long can an introduction get?

It can range from 1000 to 2000 words for a master’s dissertation , but for a higher-level dissertation, it mostly ranges from 8,000 to 10,000 words ’ introduction chapter. In the end, though, it depends on the guidelines provided to you by your department.

Steps to Writing a Dissertation Introduction

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Writing a dissertation can be tough if this is the first time you are doing it. You need to look into relevant literature, analyze past researches, conduct surveys, interviews etc.

Make sure to develop a conceptual framework before conducting research. Here is all you need to know about what is a conceptual framework is in a dissertation?

When writing your dissertation, an abstract serves as a deal maker or breaker. It can either motivate your readers to continue reading or discourage them.

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Dissertation Structure & Layout 101: How to structure your dissertation, thesis or research project.

By: Derek Jansen (MBA) Reviewed By: David Phair (PhD) | July 2019

So, you’ve got a decent understanding of what a dissertation is , you’ve chosen your topic and hopefully you’ve received approval for your research proposal . Awesome! Now its time to start the actual dissertation or thesis writing journey.

To craft a high-quality document, the very first thing you need to understand is dissertation structure . In this post, we’ll walk you through the generic dissertation structure and layout, step by step. We’ll start with the big picture, and then zoom into each chapter to briefly discuss the core contents. If you’re just starting out on your research journey, you should start with this post, which covers the big-picture process of how to write a dissertation or thesis .

*The Caveat *

In this post, we’ll be discussing a traditional dissertation/thesis structure and layout, which is generally used for social science research across universities, whether in the US, UK, Europe or Australia. However, some universities may have small variations on this structure (extra chapters, merged chapters, slightly different ordering, etc).

So, always check with your university if they have a prescribed structure or layout that they expect you to work with. If not, it’s safe to assume the structure we’ll discuss here is suitable. And even if they do have a prescribed structure, you’ll still get value from this post as we’ll explain the core contents of each section.  

Overview: S tructuring a dissertation or thesis

• Acknowledgements page
• Abstract (or executive summary)
• Table of contents , list of figures and tables
• Chapter 1: Introduction
• Chapter 2: Literature review
• Chapter 3: Methodology
• Chapter 4: Results
• Chapter 5: Discussion
• Chapter 6: Conclusion
• Reference list

As I mentioned, some universities will have slight variations on this structure. For example, they want an additional “personal reflection chapter”, or they might prefer the results and discussion chapter to be merged into one. Regardless, the overarching flow will always be the same, as this flow reflects the research process , which we discussed here – i.e.:

• The introduction chapter presents the core research question and aims .
• The literature review chapter assesses what the current research says about this question.
• The methodology, results and discussion chapters go about undertaking new research about this question.
• The conclusion chapter (attempts to) answer the core research question .

In other words, the dissertation structure and layout reflect the research process of asking a well-defined question(s), investigating, and then answering the question – see below.

To restate that – the structure and layout of a dissertation reflect the flow of the overall research process . This is essential to understand, as each chapter will make a lot more sense if you “get” this concept. If you’re not familiar with the research process, read this post before going further.

Right. Now that we’ve covered the big picture, let’s dive a little deeper into the details of each section and chapter. Oh and by the way, you can also grab our free dissertation/thesis template here to help speed things up.

The title page of your dissertation is the very first impression the marker will get of your work, so it pays to invest some time thinking about your title. But what makes for a good title? A strong title needs to be 3 things:

• Succinct (not overly lengthy or verbose)
• Specific (not vague or ambiguous)
• Representative of the research you’re undertaking (clearly linked to your research questions)

Typically, a good title includes mention of the following:

• The broader area of the research (i.e. the overarching topic)
• The specific focus of your research (i.e. your specific context)
• Indication of research design (e.g. quantitative , qualitative , or  mixed methods ).

For example:

A quantitative investigation [research design] into the antecedents of organisational trust [broader area] in the UK retail forex trading market [specific context/area of focus].

Again, some universities may have specific requirements regarding the format and structure of the title, so it’s worth double-checking expectations with your institution (if there’s no mention in the brief or study material).

Acknowledgements

This page provides you with an opportunity to say thank you to those who helped you along your research journey. Generally, it’s optional (and won’t count towards your marks), but it is academic best practice to include this.

So, who do you say thanks to? Well, there’s no prescribed requirements, but it’s common to mention the following people:

• Your dissertation supervisor or committee.
• Any professors, lecturers or academics that helped you understand the topic or methodologies.
• Any tutors, mentors or advisors.
• Your family and friends, especially spouse (for adult learners studying part-time).

There’s no need for lengthy rambling. Just state who you’re thankful to and for what (e.g. thank you to my supervisor, John Doe, for his endless patience and attentiveness) – be sincere. In terms of length, you should keep this to a page or less.

Abstract or executive summary

The dissertation abstract (or executive summary for some degrees) serves to provide the first-time reader (and marker or moderator) with a big-picture view of your research project. It should give them an understanding of the key insights and findings from the research, without them needing to read the rest of the report – in other words, it should be able to stand alone .

For it to stand alone, your abstract should cover the following key points (at a minimum):

• Your research questions and aims – what key question(s) did your research aim to answer?
• Your methodology – how did you go about investigating the topic and finding answers to your research question(s)?
• Your findings – following your own research, what did do you discover?
• Your conclusions – based on your findings, what conclusions did you draw? What answers did you find to your research question(s)?

So, in much the same way the dissertation structure mimics the research process, your abstract or executive summary should reflect the research process, from the initial stage of asking the original question to the final stage of answering that question.

In practical terms, it’s a good idea to write this section up last , once all your core chapters are complete. Otherwise, you’ll end up writing and rewriting this section multiple times (just wasting time). For a step by step guide on how to write a strong executive summary, check out this post .

Need a helping hand?

Table of contents

This section is straightforward. You’ll typically present your table of contents (TOC) first, followed by the two lists – figures and tables. I recommend that you use Microsoft Word’s automatic table of contents generator to generate your TOC. If you’re not familiar with this functionality, the video below explains it simply:

If you find that your table of contents is overly lengthy, consider removing one level of depth. Oftentimes, this can be done without detracting from the usefulness of the TOC.

Right, now that the “admin” sections are out of the way, its time to move on to your core chapters. These chapters are the heart of your dissertation and are where you’ll earn the marks. The first chapter is the introduction chapter – as you would expect, this is the time to introduce your research…

It’s important to understand that even though you’ve provided an overview of your research in your abstract, your introduction needs to be written as if the reader has not read that (remember, the abstract is essentially a standalone document). So, your introduction chapter needs to start from the very beginning, and should address the following questions:

• What will you be investigating (in plain-language, big picture-level)?
• Why is that worth investigating? How is it important to academia or business? How is it sufficiently original?
• What are your research aims and research question(s)? Note that the research questions can sometimes be presented at the end of the literature review (next chapter).
• What is the scope of your study? In other words, what will and won’t you cover ?
• How will you approach your research? In other words, what methodology will you adopt?
• How will you structure your dissertation? What are the core chapters and what will you do in each of them?

These are just the bare basic requirements for your intro chapter. Some universities will want additional bells and whistles in the intro chapter, so be sure to carefully read your brief or consult your research supervisor.

If done right, your introduction chapter will set a clear direction for the rest of your dissertation. Specifically, it will make it clear to the reader (and marker) exactly what you’ll be investigating, why that’s important, and how you’ll be going about the investigation. Conversely, if your introduction chapter leaves a first-time reader wondering what exactly you’ll be researching, you’ve still got some work to do.

Now that you’ve set a clear direction with your introduction chapter, the next step is the literature review . In this section, you will analyse the existing research (typically academic journal articles and high-quality industry publications), with a view to understanding the following questions:

• What does the literature currently say about the topic you’re investigating?
• Is the literature lacking or well established? Is it divided or in disagreement?
• How does your research fit into the bigger picture?
• How does your research contribute something original?
• How does the methodology of previous studies help you develop your own?

Depending on the nature of your study, you may also present a conceptual framework towards the end of your literature review, which you will then test in your actual research.

Again, some universities will want you to focus on some of these areas more than others, some will have additional or fewer requirements, and so on. Therefore, as always, its important to review your brief and/or discuss with your supervisor, so that you know exactly what’s expected of your literature review chapter.

Now that you’ve investigated the current state of knowledge in your literature review chapter and are familiar with the existing key theories, models and frameworks, its time to design your own research. Enter the methodology chapter – the most “science-ey” of the chapters…

In this chapter, you need to address two critical questions:

• Exactly HOW will you carry out your research (i.e. what is your intended research design)?
• Exactly WHY have you chosen to do things this way (i.e. how do you justify your design)?

Remember, the dissertation part of your degree is first and foremost about developing and demonstrating research skills . Therefore, the markers want to see that you know which methods to use, can clearly articulate why you’ve chosen then, and know how to deploy them effectively.

Importantly, this chapter requires detail – don’t hold back on the specifics. State exactly what you’ll be doing, with who, when, for how long, etc. Moreover, for every design choice you make, make sure you justify it.

In practice, you will likely end up coming back to this chapter once you’ve undertaken all your data collection and analysis, and revise it based on changes you made during the analysis phase. This is perfectly fine. Its natural for you to add an additional analysis technique, scrap an old one, etc based on where your data lead you. Of course, I’m talking about small changes here – not a fundamental switch from qualitative to quantitative, which will likely send your supervisor in a spin!

You’ve now collected your data and undertaken your analysis, whether qualitative, quantitative or mixed methods. In this chapter, you’ll present the raw results of your analysis . For example, in the case of a quant study, you’ll present the demographic data, descriptive statistics, inferential statistics , etc.

Typically, Chapter 4 is simply a presentation and description of the data, not a discussion of the meaning of the data. In other words, it’s descriptive, rather than analytical – the meaning is discussed in Chapter 5. However, some universities will want you to combine chapters 4 and 5, so that you both present and interpret the meaning of the data at the same time. Check with your institution what their preference is.

Now that you’ve presented the data analysis results, its time to interpret and analyse them. In other words, its time to discuss what they mean, especially in relation to your research question(s).

What you discuss here will depend largely on your chosen methodology. For example, if you’ve gone the quantitative route, you might discuss the relationships between variables . If you’ve gone the qualitative route, you might discuss key themes and the meanings thereof. It all depends on what your research design choices were.

Most importantly, you need to discuss your results in relation to your research questions and aims, as well as the existing literature. What do the results tell you about your research questions? Are they aligned with the existing research or at odds? If so, why might this be? Dig deep into your findings and explain what the findings suggest, in plain English.

The final chapter – you’ve made it! Now that you’ve discussed your interpretation of the results, its time to bring it back to the beginning with the conclusion chapter . In other words, its time to (attempt to) answer your original research question s (from way back in chapter 1). Clearly state what your conclusions are in terms of your research questions. This might feel a bit repetitive, as you would have touched on this in the previous chapter, but its important to bring the discussion full circle and explicitly state your answer(s) to the research question(s).

Next, you’ll typically discuss the implications of your findings . In other words, you’ve answered your research questions – but what does this mean for the real world (or even for academia)? What should now be done differently, given the new insight you’ve generated?

Lastly, you should discuss the limitations of your research, as well as what this means for future research in the area. No study is perfect, especially not a Masters-level. Discuss the shortcomings of your research. Perhaps your methodology was limited, perhaps your sample size was small or not representative, etc, etc. Don’t be afraid to critique your work – the markers want to see that you can identify the limitations of your work. This is a strength, not a weakness. Be brutal!

This marks the end of your core chapters – woohoo! From here on out, it’s pretty smooth sailing.

The reference list is straightforward. It should contain a list of all resources cited in your dissertation, in the required format, e.g. APA , Harvard, etc.

It’s essential that you use reference management software for your dissertation. Do NOT try handle your referencing manually – its far too error prone. On a reference list of multiple pages, you’re going to make mistake. To this end, I suggest considering either Mendeley or Zotero. Both are free and provide a very straightforward interface to ensure that your referencing is 100% on point. I’ve included a simple how-to video for the Mendeley software (my personal favourite) below:

Some universities may ask you to include a bibliography, as opposed to a reference list. These two things are not the same . A bibliography is similar to a reference list, except that it also includes resources which informed your thinking but were not directly cited in your dissertation. So, double-check your brief and make sure you use the right one.

The very last piece of the puzzle is the appendix or set of appendices. This is where you’ll include any supporting data and evidence. Importantly, supporting is the keyword here.

Your appendices should provide additional “nice to know”, depth-adding information, which is not critical to the core analysis. Appendices should not be used as a way to cut down word count (see this post which covers how to reduce word count ). In other words, don’t place content that is critical to the core analysis here, just to save word count. You will not earn marks on any content in the appendices, so don’t try to play the system!

Time to recap…

And there you have it – the traditional dissertation structure and layout, from A-Z. To recap, the core structure for a dissertation or thesis is (typically) as follows:

• Acknowledgments page

Most importantly, the core chapters should reflect the research process (asking, investigating and answering your research question). Moreover, the research question(s) should form the golden thread throughout your dissertation structure. Everything should revolve around the research questions, and as you’ve seen, they should form both the start point (i.e. introduction chapter) and the endpoint (i.e. conclusion chapter).

I hope this post has provided you with clarity about the traditional dissertation/thesis structure and layout. If you have any questions or comments, please leave a comment below, or feel free to get in touch with us. Also, be sure to check out the rest of the  Grad Coach Blog .

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36 Comments

many thanks i found it very useful

Glad to hear that, Arun. Good luck writing your dissertation.

Such clear practical logical advice. I very much needed to read this to keep me focused in stead of fretting.. Perfect now ready to start my research!

what about scientific fields like computer or engineering thesis what is the difference in the structure? thank you very much

Thanks so much this helped me a lot!

Very helpful and accessible. What I like most is how practical the advice is along with helpful tools/ links.

Thanks Ade!

Thank you so much sir.. It was really helpful..

You’re welcome!

Hi! How many words maximum should contain the abstract?

Thank you so much 😊 Find this at the right moment

You’re most welcome. Good luck with your dissertation.

best ever benefit i got on right time thank you

Many times Clarity and vision of destination of dissertation is what makes the difference between good ,average and great researchers the same way a great automobile driver is fast with clarity of address and Clear weather conditions .

I guess Great researcher = great ideas + knowledge + great and fast data collection and modeling + great writing + high clarity on all these

You have given immense clarity from start to end.

Morning. Where will I write the definitions of what I’m referring to in my report?

Thank you so much Derek, I was almost lost! Thanks a tonnnn! Have a great day!

Thanks ! so concise and valuable

This was very helpful. Clear and concise. I know exactly what to do now.

Thank you for allowing me to go through briefly. I hope to find time to continue.

Really useful to me. Thanks a thousand times

Very interesting! It will definitely set me and many more for success. highly recommended.

Thank you soo much sir, for the opportunity to express my skills

Usefull, thanks a lot. Really clear

Very nice and easy to understand. Thank you .

That was incredibly useful. Thanks Grad Coach Crew!

My stress level just dropped at least 15 points after watching this. Just starting my thesis for my grad program and I feel a lot more capable now! Thanks for such a clear and helpful video, Emma and the GradCoach team!

Do we need to mention the number of words the dissertation contains in the main document?

It depends on your university’s requirements, so it would be best to check with them 🙂

Such a helpful post to help me get started with structuring my masters dissertation, thank you!

Great video; I appreciate that helpful information

It is so necessary or avital course

This blog is very informative for my research. Thank you

Doctoral students are required to fill out the National Research Council’s Survey of Earned Doctorates

wow this is an amazing gain in my life

This is so good

How can i arrange my specific objectives in my dissertation?

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How to write dissertation chapter 1, published by steve tippins on july 19, 2022 july 19, 2022.

Last Updated on: 2nd February 2024, 04:48 am

Congratulations, you’ve made it to the dissertation stage! You should be incredibly happy. However, beginning to write chapter one might be a little daunting. We’re going to cover a broad overview on chapter one here in this article so that you know the territory before you set out.

Purpose of Chapter One

The purpose of chapter one is to introduce the reader to what’s coming. Chapter one usually runs around 15 pages, and it gives the reader the highlights of what’s coming. Typically, you start with an introduction. 

#1. Introduction

The introduction includes a few citations and says, “Hey, we’re going to talk about ___.” Fill in the blank with your topic (educational policy, or management handling of turnover, etc.). Also, don’t say “hey” like we did (that wouldn’t be very good academic writing).

#2. Background of the Problem

The next section is the background of the problem. I like to think of this as a very short literature review , showing the reader that there’s a foundation of scholarly research about this topic.

#3. Theoretical/Conceptual Framework

Follow that up by the theoretical or conceptual framework . Think of this as the seminal research upon which your study is based. Maslow’s hierarchy of needs, for example, is an incredibly popular conceptual framework. Erickson’s theories are popular in education, and systems theory is being used in many disciplines now. 

#4. Problem Statement

Next comes what many consider to be the guts or the foundation of the dissertation: your problem statement . Your problem statement is typically one line. Now it might be surrounded by a paragraph or two, but the actual problem statement is one sentence. It should begin, “The problem to be studied is…” and finish with something that directly aligns with your purpose and research questions. For example, “…we don’t know the impact of extra after school education on student grades in math,” or “…we are not aware of the perceptions of employees regarding management, changing retirement plans.” 

Over 50% of doctoral candidates don’t finish their dissertations.

#5. Purpose Statement

Next comes your purpose statement . The purpose is directly related to the problem. If the problem is that the impact of management decisions on employee turnover is unknown, then our purpose would be to determine the impact of management decisions on employee turnover.

#6. Research Questions

Follow this by the research questions. Your research questions should be highly aligned with your problem and your purpose. For example, your research question could be: “what is the relationship between management decisions and employee turnover?” Or for another topic, “what are the perceptions of parents regarding teacher pay raises?” 

Quick aside: You’re going to say things over and over and over again in your dissertation. Say them the exact same way. You get in trouble when you try to get interesting and use different terms, because doing so actually introduces new meanings. Be okay with sounding boring. 

#7. Methodology

Next is a brief Methodology section. Am I going to use a quantitative approach? Am I going to use a qualitative approach? What sources am I going to use? Is this going to be secondary data? Am I going to interview parents? Quickly tell the reader that you’re going to have a whole chapter (chapter three) to really go further on this. 

#8. Definition of Key Terms

Many chapter ones include a definition of key terms. If I’m talking about phenomenology, I’d better tell the reader what phenomenology is. If I’m talking about special ed teachers, I’m going to say what a special ed teacher is.

#9. Validity

You also may have a section in chapter one on validity. This is going to be somewhere in your dissertation, and it’s going to assure the reader that you’re following all the ethical steps and that results can be transferable. 

#10. Conclusion and Segway to Chapter Two

Finally, you’re going to have a conclusion wrapping everything up, summarizing for the reader what they heard, and a segue into chapter two.

Steve Tippins

Steve Tippins, PhD, has thrived in academia for over thirty years. He continues to love teaching in addition to coaching recent PhD graduates as well as students writing their dissertations. Learn more about his dissertation coaching and career coaching services. Book a Free Consultation with Steve Tippins

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Crafting an Effective Dissertation Outline: A Step-by-Step Guide

Table of Contents

The dissertation writing process is considered one of the most time-consuming and challenging. The dissertation outline is a critical element that helps establish the dissertation structure and strategic research process. The work also includes dissertation thesis writing, which is an important stage in every student’s higher studies. Before you start working on the scientific masterpiece, make sure to learn the differences between a thesis outline and a dissertation outline and come up with a precise plan for making inquiries well-structured and clear. To help you with the much-needed steps, you must go through the dissertation proposal outline guide, including outline templates and general rules.

An outline is more like a guide that shows what tasks must be completed to meet the academic goals. It helps determine what ideas are essential additions to one’s assignments. In the latter stages of the blog, you will find a description of what should be included in an outstanding dissertation outline and how to arrange it the right way. To know more, visit MyAssignmentHelp and tap on the “ dissertation help ” option. 

Mastering Your Dissertation Proposal Outline: A Comprehensive Guide

The purpose of the dissertation outline is to help students maintain focus on the proposed topic. This ensures no wasting time and that additional ideas are going to get introduced in progress. A thesis outline allows for gathering much-needed information and arranging it scientifically in a more structured and logical way. A draft acts as a guideline that helps to meet objectives and link arguments to the main thesis. An outline helps to clear doubts and avoid repetition as a lengthy research paper is brought together.

Moreover, after submitting the dissertation proposal outline to the university or college professor, most young scientists need to work using a sketch that presents general ideas and topics. Once written perfectly, it serves a proposal role for the overall assignment.

Professors from different universities might adhere to different dissertation outlines. However, in most cases, the common structure features five chapters: the introduction chapter, the detailed review of the literature chapter, the analysis of presented data, the methodology, and, lastly, the conclusion chapter. By implementing a robust thesis outline strategy, you can arrange your work in less time and more effectively. A few of the key benefits of the outline are as follows:

• Begin with the relevant topic and field of study you are familiar with and can provide enough evidence using loads of scientific sources.
• Go through manuals, subject reviews, and academic journals in advance prior to choosing the main thesis outline.
• Talk about every issue with the academic mentor, focusing on methodology, approach, and argumentative position. Make sure to present an outline or sources for approval.
• Make notes for your thesis statement while you read through relevant scientific books.
• Write each provided dissertation section in accordance with the concepts offered, omitting any unnecessary details.
• Working on a dissertation or thesis outline that includes notes and an appendix.
• Please provide your professor in charge of the thesis help with all of the information available, making sure that nothing is left out.
• As a general rule, conclusions should avoid new ideas; instead, focus on upcoming objectives and ask for more study.
• Create a personal checklist of objectives in advance to “proofread the dissertation” in this manner.
• You can revise and modify your work, or you can hire an expert service like MyAssignmentHelp to help you with the online dissertation outline.

Are you struggling to deal with your dissertation? Letting go of the stress is now easy. Consider getting in touch with MyAssignmentHelp and make the most of our dissertation help service.

Constructing Your Research Methods Outline: A Step-by-Step Guide

Always keep in mind that no specific dissertation or thesis outline template will fit every subject. For example, while social sciences may feature 4 to 5 parts, an allocated committee may bring alterations, so it’s a wise decision to check more than once in advance. In this section, we will discuss 5 methods with outline variations specified. Anyone can face severe challenges in writing such complex academic papers. In this case, it’s best to rely on an expert to get the job done right. 

• Introduction

It usually features a general introduction and background information on the issues resolved. Next, work on the thesis statement that serves as a dissertation plan. Then come the research questions and study purpose that are vital for this particular work. The following section must pay attention to the importance of the selected study, which usually includes topic relevance. Always make sure to provide simple and clear definitions for the terms used. The introduction is also the part where you mention personal assumptions and limitations. For the main sections’ conclusion chapter, make sure to provide additional study details, if needed.

Literature Review

As the name implies, dissertation chapter 2 comes with all implemented literature listed, investigated, explained, and studied in depth. One needs to come up with a theoretical and/or conceptual framework to justify the use of the materials provided. Based on the topic variables, one must add a detailed review of sources.

Note : The third chapter might differ based on the topic and methods selected!

Qualitative Methodology

One of the toughest sections as it needs to show the research design and questions with scientific significance, set the stage for analysis, and describe the participants or study objects. Next comes the data collection paragraph, followed by extensive analysis. Here, citing is mandatory when and if needed. The last part must provide an overview of the research method justification.

Quantitative Research Methods

Here, the research design is followed by a problem question, thesis statement, and hypotheses. What makes the research method different are the provided samples and population statistics regarding the methodology. In addition to this, it should feature instrumentation used for precise data collection. It concludes with their evaluation.

Combined Methodology Analysis

Go with a mixed approach. Start with a concise overview and strategy pattern, then focus on objectives and hypotheses. Next, provide a sample(s) and setting. After collecting the data, it should relate to the selected work methods. The evaluation must include both references and opinions on scientific journals. With such an alternative, this dissertation outline section should make the selected method obvious to the audience.

Outcomes of the Research

The fourth chapter is all about describing the results. It is advised to arrange them either by hypotheses given or research questions specified. Keep in mind that the introduction must talk about what needs to be found, while the conclusion part is the summary that describes whether it succeded or not.

Conclusion: Discussion and Future Research Suggestions

The final section must offer an outcomes summary in more detail. Considering the personal analysis involved, it is different from the existing chapter. After listing accomplishments, one must provide a conclusion that incorporates critical thinking. Continue discussing the topic, outline the research for the paper, or get help from MyAssignmentHelp to simplify things. If available and appropriate, add recommendations for further investigation or what is required. As you put your work together, don’t forget to double-check that you didn’t forget anything. The last part of the outline is a good place to express opinions and defend the style selected. 

Exploring Dissertation Outline Literature Review Chapter Topics

As per the experts of MyAssignmentHelp, the literature review chapter of the dissertation is one of the most vital steps in the research process. It establishes the backbone of your research by providing a wide overview of the body of knowledge on your topic, indicating gaps within that knowledge base, and providing a background for your research questions. It has to be broad, organized, and representative of the depth of the research conducted. Here, we will look at some key topics to cover that can make a literature review chapter strong and useful.

Introduction to the Literature Review

Your literature review introductory paragraph sets the stage by showing an overview of the themes and the scope of existing research. It also explains how important the literature review is within the context of your dissertation. Start off by explaining the relevance of the topic and why the particular literature was chosen. This sets the stage for the reader by providing a roadmap of what to expect.

Historical Background

Provide a historical overview of your research topic. This section will trace the development of the topic over time and point out key milestones and influential studies. By doing so, you give readers an idea of how the subject has developed and how past research has shaped contemporary knowledge about the subject. After all, historical context greatly assists in understanding the base on which current research builds.

Theoretical Framework

Discuss the theoretical perspectives that ground the extant literature on your topic. Theories provide a conceptual lens for studying and understanding the literature. State and describe the key theories that have been applied to your topic, and explain their relevance to your research questions. This section tracks your research within the broader academic discourse and supports your understanding of the theoretical underpinnings of your field of study.

Key Themes and Trends

Identify and elaborate on the major themes and trends emerging from the literature. Combine information from different sources so that one can easily highlight the chief findings, debates, and discourses that are going on in the field. Arrange such a section according to thematic categories, not according to individual studies, to provide a coherent narrative. Discuss how different studies converge or diverge on certain points and what the implications of these trends are for your research.

Methodological Approaches

Review various methodological ways through which existing research has been conducted. This must feature both qualitative, quantitative, and mixed-methods studies and must showcase the strengths and limitations of each approach. In addition, explain how the choice of methodology influences the findings and interpretations of the studies. This will help one narrow down the most appropriate methods to use in one’s research and provide a platform for justifying the methodological choices that one has made.

Gaps in the Literature

One of the many critical aspects of a literature review is the identification of gaps in the existing research. This may involve specifying aspects of a research subject where there is no information, conflicting results, or topics that have not been explored. By indicating these gaps, you build up the need for your research and indicate how it will add value to the field. Discuss why these gaps exist and how your study aims to address them.

Critical Analysis

Perform an in-depth review of the literature with regard to the quality and rigor of all studies. This involves the assessment of credibility, reliability, and validity of the research outcomes. Discussion on any biases, limitations, and weaknesses that you have identified within the existing literature. It reveals the strong power to critically engage with literature on the one hand and enhances the credibility of one’s own research.

Synthesis and Conceptual Framework

Synthesize literature into a conceptual framework for your study. This requires you to bring on board all the different themes, theories, and findings into a coherent model that can guide your research. Your conceptual framework should showcase the relationships among major concepts and variables and provide a justification for your research design and hypotheses. This, therefore, helps you consolidate your understanding of the topic and give clear direction to your study.

Summarize all that has been discussed in the literature review and underline the importance of the literature review for your research. Indicate how the literature has contributed to your research questions, methodology, and theoretical approach. Give an overview of how your study will build on the existing research and fill up the gaps identified. Such a conclusion will lead into the next chapters of the dissertation.

Make sure to document all sources with the right citation style. A comprehensive and well-organized reference list not only adds to the credibility of your literature review but also significantly contributes to the work of any other researchers interested in your topic.

Expert Tips for Crafting an Effective Dissertation Title for Future Research

Crafting an effective dissertation title is one of the most important steps in the process. A good title page will go beyond just drawing attention; rather, it will really let readers know what your work is about. Here are some tips from the experts of MyAssignmentHelp in order to help come up with an informative and compelling dissertation title for future research.

• Reflect on the Research Scope and Focus

The title of your dissertation should actually indicate the scope and focus of your research. It should communicate a clear indication of the main topic and what particular aspect you are investigating. Avoid general, vague, or overly broad titles. In fact, aim at specificity so the potential reader may understand with no questions what the actual topic of your dissertation is.

• Use Simple and Descriptive Language

A good title is short but descriptive. Use language that is specific and communicates the major variables or concepts of your study so your readers know what to expect. Avoid using jargon or technical terms unless your research needs to incorporate them.

• Add Key Elements

A comprehensive dissertation includes key elements related to research methods, population or sample, and the context or settings of the study. All of these help to present a complete picture of your research and the scope of the study.

• Highlight the Research Question or Hypothesis

If possible, include an indication of the research question or hypothesis. Do this through the framing of the title to hint at the question of inquiry or the relationship between variables that will be expected.

• Consider the Use of a Subtitle

A subtitle can turn out to be an effective way to elaborate on a title without making it too long. The main title can get hold of the general theme, while the subtitle specifies the focus or method.

• Ensure Clarity and Readability

Your title should be easy to read and understand. Avoid complex structures or convoluted phrasing. The goal is to get your research across clearly and concisely.

• Avoid Ambiguity

An ambiguous title can mislead the readers about what your research work contains and is concerned with. Be specific on what aspect of the topic you are studying and avoid ambiguity.

• Reflect on the Nature of the Study

Indicate if your research is empirical, applied, theoretical, or exploratory. This will help shape the expectations with respect to the methods and contribution of your research.

• Take Into Account Your Audience

Think about who is likely to read your dissertation. Make your dissertation title such that it will appeal to your target audience, whether it be academics, practitioners, or the general public. The title should be accessible and relevant to them.

• Ask for Feedback

After you have framed your title, you can seek feedback from peers, advisors, or colleagues. They can able to give you invaluable insights and help you identify mistakes or areas of improvement.

• Be Open to Proofreading

Titles often change as the research progresses. Be open to revising your title to better reflect the findings and focus of your completed study. A good practice is to finalize the title only when you have a clear understanding of the research outcomes.

• Stay Within the Word Count

Most academic institutions have provisions on the length of the title of a dissertation. Make sure that it is within the specified number of words and remains to be descriptive and informative.

For more in-depth recommendations, consider hiring our experts in charge of dissertation writing at MyAssignmentHelp. 

Student-Friendly Dissertation Outline Template

Seeing an example dissertation outline, in reality, is better than reading it on paper 100 times. To ensure that you know exactly how to write your own, we recommend you get familiar with some online dissertation outline examples. To make your work easier and ensure an effortless dissertation writing experience, our team of experienced dissertation writers made every effort.

Go through the following basic dissertation outline and adjust it as per your dissertation topic and subject:

Chapter 1: Introduction

• Problem and its background
• Thesis statement
• Research purpose and questions
• Glossary of Terms (optional)

Chapter 2: Literature Review

• Explanation of literature search
• Literature review

Chapter 3: Methodology (Quantitative/Qualitative/Mixed)

• Research design
• Research question and thesis statement 
• Sample/Setting and population
• Instrumentation/participants
• Data collection
• Data analysis

Chapter 4: Findings

Chapter 5: Discussion and Recommendations for Further Research

• Findings Summary
• Conclusions
• Recommendations for further investigation
• Final conclusion part 

Useful Tips to Craft Dissertation Outlines Effective and Fast

Find a Relevant Topic

If you can pick a relevant topic, it will become easier for you to develop all five chapters of the dissertation later, according to MyAssignmentHelp. To craft an outline effortlessly, select a topic that you are familiar with and that is relevant. The dissertation process is extremely energy-insensitive, and it will not get highlighted if you lack interest in what you are researching.

Be Prepared to Modify Your Outline as Your Research Develops

Your dissertation outline acts as a guide for further research; however, make sure to modify it, if needed, as you proceed. It is hard to precisely come up with an idea for writing a research paper, so creating an accurate plan is next to impossible. Be prepared and flexible enough to make adjustments to your dissertation writing strategy. You can also avail of our research paper help service to get things done the right way. 

Maintain a Consistent Format and Style

Any scientific study needs to follow a specific dissertation structure and style guide. The dissertation’s clarity indicates that rigorous scientific language clear of vulgarity is used. It’s also important to keep in mind that writing a thesis statement must adhere to a specific format. Make sure you are aware of the specifications for structuring dissertation chapters, including typeface, paragraph indentation, research design, etc.

Design a Methodology For Collecting Information

Choose the appropriate research methods and develop a methodology that aligns with the requirements of the research problem. Examine the targets you set and choose the best methods for gathering information. Maybe surveys, interviews, or observations are more suitable for you; the most important thing is that the information-gathering approaches complement the tasks that have been assigned.

Seek Recommendations From Your Supervisors or Colleagues

We frequently run into dead ends in our research because we don’t have something new to say on the subject. Seek assistance from your supervisor or colleagues if you run into trouble while creating your dissertation outline. Maybe their perspective on the issues you are researching could shed light on your dead end. The most important thing is to select competent helpers like MyAssignmentHelp who can offer insightful advice.

Depth Over Breadth

As science values depth and precision, it is preferable to focus on a small number of subjects and research them extensively rather than to be dispersed across several areas. While creating the dissertation or thesis outline, select a few primary topics of study and avoid any that are confusing.

Remember that when writing a dissertation, your outline serves as the main guidance. To ensure that you stay on course, refer to and use your plan’s guidance during the research process. You may make sure that no crucial details are left out of your research report by using this method.

Why is creating a dissertation academic paper important?

Writing a dissertation academic paper is important because it shows your ability to carry out independent research, make original knowledge contributions in the field, and critically review already available literature. The whole process checks your expertise, analytical ability, and academic credentials. It will also provide all the details of your research for the sake of future scholars and practitioners. Completing a dissertation can actually have a great influence on your career, demonstrating both your commitment and competence to prospective employers and academic institutions.

What Components Are Essential in Outlining Dissertation Chapters?

The main components of the dissertation outline should include:

• Introduction: Explain the significance, goals, and topic of the research.
• Literature Review: A review of previous research, including the identification of gaps.
• Methodology: Description of the research design, methods, and data collection.
• Results: Reporting of results from the research.
• Discussion: Interpretation of results and connection to the literature.
• Conclusion: Summarizing the research, discussion of implications, and suggestions for further research.

Other additional materials may be the Abstract, Acknowledgments, and Appendices.

How do I begin structuring my dissertation outline?  

Start structuring your dissertation outline by defining your research question or hypothesis. Then, create a broad outline with the major sections, including the introduction, literature review, methodology, outcomes, discussion, and conclusion. Under each main heading, list the subtopics or key points you plan to address. This hierarchical structure provides continuity and flow. The review of guidelines from the academic institution and discussions with your tutor will further help fine-tune the thesis outline as per the specific requirements and expectations of your educational institution.

What are some tips for organizing my dissertation research method effectively?

To structure your dissertation research method effectively, make sure to follow these tips:

• Be Clear and Elaborate: Properly explain your research design, how you have selected the sample, how you collected the data, and how you analyzed it.
• Justify Your Choices: Explain why you chose certain methods and how they fit your research question.
• Ensure Replicability: Provide enough detail so that others don’t find difficulty in replicating your study.
• Include Limitations: Keep note of the potential methodological limitations and how you eliminated them.
• Add subheadings: Make the methodology more readable by breaking it down into clear sections.

Should I include a timeline in my dissertation outline?

Definitely, in your dissertation outline, there must be a timeline. It helps you with time management, ensuring you meet deadlines, and provides a clear schedule for when specific sections of your dissertation should be completed. A timeline specifies the major milestones of the research, like when the literature review needs to be completed, when the data collection and analysis phases should be done, and much more. It, therefore, keeps the research on track and allows the tutor to monitor the progress and give timely feedback.

What is the difference between a dissertation outline and a thesis outline?

Basically, a dissertation outline is different from a thesis outline in terms of its scope and depth. A dissertation features the original research and a much larger scope of study, so it results in a very detailed and comprehensive outline, hence acts as potential criteria for a doctoral degree. A thesis statement is commonly required for a master’s degree; it is shorter and less detailed, and it puts more focus on already conducted research and its application. On the other hand, the dissertation outline will add more detail to the sections of the methodology, literature review, and findings, while in a thesis outline, these can be kept to a bare minimum.

Hi, I am Mark, a Literature writer by profession. Fueled by a lifelong passion for Literature, story, and creative expression, I went on to get a PhD in creative writing. Over all these years, my passion has helped me manage a publication of my write ups in prominent websites and e-magazines. I have also been working part-time as a writing expert for myassignmenthelp.com for 5+ years now. It’s fun to guide students on academic write ups and bag those top grades like a pro. Apart from my professional life, I am a big-time foodie and travel enthusiast in my personal life. So, when I am not working, I am probably travelling places to try regional delicacies and sharing my experiences with people through my blog. 

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How to write a dissertation

Dissertation structure.

• Acknowledgement
• Table of contents
• Theoretical framework

Methodology

• Dissertation topics
• Public health

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research method for dissertation

• USC Libraries
• Research Guides

Organizing Your Social Sciences Research Paper

• 6. The Methodology
• Purpose of Guide
• Design Flaws to Avoid
• Independent and Dependent Variables
• Glossary of Research Terms
• Reading Research Effectively
• Narrowing a Topic Idea
• Broadening a Topic Idea
• Extending the Timeliness of a Topic Idea
• Academic Writing Style
• Applying Critical Thinking
• Choosing a Title
• Making an Outline
• Paragraph Development
• Research Process Video Series
• Executive Summary
• The C.A.R.S. Model
• Background Information
• The Research Problem/Question
• Theoretical Framework
• Citation Tracking
• Content Alert Services
• Evaluating Sources
• Primary Sources
• Secondary Sources
• Tiertiary Sources
• Scholarly vs. Popular Publications

Qualitative Methods

Quantitative methods.

• Insiderness
• Using Non-Textual Elements
• Limitations of the Study
• Common Grammar Mistakes
• Writing Concisely
• Avoiding Plagiarism
• Footnotes or Endnotes?
• Further Readings
• Generative AI and Writing
• USC Libraries Tutorials and Other Guides
• Bibliography

The methods section describes actions taken to investigate a research problem and the rationale for the application of specific procedures or techniques used to identify, select, process, and analyze information applied to understanding the problem, thereby, allowing the reader to critically evaluate a study’s overall validity and reliability. The methodology section of a research paper answers two main questions: How was the data collected or generated? And, how was it analyzed? The writing should be direct and precise and always written in the past tense.

Kallet, Richard H. "How to Write the Methods Section of a Research Paper." Respiratory Care 49 (October 2004): 1229-1232.

Importance of a Good Methodology Section

You must explain how you obtained and analyzed your results for the following reasons:

• Readers need to know how the data was obtained because the method you chose affects the results and, by extension, how you interpreted their significance in the discussion section of your paper.
• Methodology is crucial for any branch of scholarship because an unreliable method produces unreliable results and, as a consequence, undermines the value of your analysis of the findings.
• In most cases, there are a variety of different methods you can choose to investigate a research problem. The methodology section of your paper should clearly articulate the reasons why you have chosen a particular procedure or technique.
• The reader wants to know that the data was collected or generated in a way that is consistent with accepted practice in the field of study. For example, if you are using a multiple choice questionnaire, readers need to know that it offered your respondents a reasonable range of answers to choose from.
• The method must be appropriate to fulfilling the overall aims of the study. For example, you need to ensure that you have a large enough sample size to be able to generalize and make recommendations based upon the findings.
• The methodology should discuss the problems that were anticipated and the steps you took to prevent them from occurring. For any problems that do arise, you must describe the ways in which they were minimized or why these problems do not impact in any meaningful way your interpretation of the findings.
• In the social and behavioral sciences, it is important to always provide sufficient information to allow other researchers to adopt or replicate your methodology. This information is particularly important when a new method has been developed or an innovative use of an existing method is utilized.

Bem, Daryl J. Writing the Empirical Journal Article. Psychology Writing Center. University of Washington; Denscombe, Martyn. The Good Research Guide: For Small-Scale Social Research Projects . 5th edition. Buckingham, UK: Open University Press, 2014; Lunenburg, Frederick C. Writing a Successful Thesis or Dissertation: Tips and Strategies for Students in the Social and Behavioral Sciences . Thousand Oaks, CA: Corwin Press, 2008.

Structure and Writing Style

I.  Groups of Research Methods

There are two main groups of research methods in the social sciences:

• The e mpirical-analytical group approaches the study of social sciences in a similar manner that researchers study the natural sciences . This type of research focuses on objective knowledge, research questions that can be answered yes or no, and operational definitions of variables to be measured. The empirical-analytical group employs deductive reasoning that uses existing theory as a foundation for formulating hypotheses that need to be tested. This approach is focused on explanation.
• The i nterpretative group of methods is focused on understanding phenomenon in a comprehensive, holistic way . Interpretive methods focus on analytically disclosing the meaning-making practices of human subjects [the why, how, or by what means people do what they do], while showing how those practices arrange so that it can be used to generate observable outcomes. Interpretive methods allow you to recognize your connection to the phenomena under investigation. However, the interpretative group requires careful examination of variables because it focuses more on subjective knowledge.

II.  Content

The introduction to your methodology section should begin by restating the research problem and underlying assumptions underpinning your study. This is followed by situating the methods you used to gather, analyze, and process information within the overall “tradition” of your field of study and within the particular research design you have chosen to study the problem. If the method you choose lies outside of the tradition of your field [i.e., your review of the literature demonstrates that the method is not commonly used], provide a justification for how your choice of methods specifically addresses the research problem in ways that have not been utilized in prior studies.

The remainder of your methodology section should describe the following:

• Decisions made in selecting the data you have analyzed or, in the case of qualitative research, the subjects and research setting you have examined,
• Tools and methods used to identify and collect information, and how you identified relevant variables,
• The ways in which you processed the data and the procedures you used to analyze that data, and
• The specific research tools or strategies that you utilized to study the underlying hypothesis and research questions.

In addition, an effectively written methodology section should:

• Introduce the overall methodological approach for investigating your research problem . Is your study qualitative or quantitative or a combination of both (mixed method)? Are you going to take a special approach, such as action research, or a more neutral stance?
• Indicate how the approach fits the overall research design . Your methods for gathering data should have a clear connection to your research problem. In other words, make sure that your methods will actually address the problem. One of the most common deficiencies found in research papers is that the proposed methodology is not suitable to achieving the stated objective of your paper.
• Describe the specific methods of data collection you are going to use , such as, surveys, interviews, questionnaires, observation, archival research. If you are analyzing existing data, such as a data set or archival documents, describe how it was originally created or gathered and by whom. Also be sure to explain how older data is still relevant to investigating the current research problem.
• Explain how you intend to analyze your results . Will you use statistical analysis? Will you use specific theoretical perspectives to help you analyze a text or explain observed behaviors? Describe how you plan to obtain an accurate assessment of relationships, patterns, trends, distributions, and possible contradictions found in the data.
• Provide background and a rationale for methodologies that are unfamiliar for your readers . Very often in the social sciences, research problems and the methods for investigating them require more explanation/rationale than widely accepted rules governing the natural and physical sciences. Be clear and concise in your explanation.
• Provide a justification for subject selection and sampling procedure . For instance, if you propose to conduct interviews, how do you intend to select the sample population? If you are analyzing texts, which texts have you chosen, and why? If you are using statistics, why is this set of data being used? If other data sources exist, explain why the data you chose is most appropriate to addressing the research problem.
• Provide a justification for case study selection . A common method of analyzing research problems in the social sciences is to analyze specific cases. These can be a person, place, event, phenomenon, or other type of subject of analysis that are either examined as a singular topic of in-depth investigation or multiple topics of investigation studied for the purpose of comparing or contrasting findings. In either method, you should explain why a case or cases were chosen and how they specifically relate to the research problem.
• Describe potential limitations . Are there any practical limitations that could affect your data collection? How will you attempt to control for potential confounding variables and errors? If your methodology may lead to problems you can anticipate, state this openly and show why pursuing this methodology outweighs the risk of these problems cropping up.

NOTE :   Once you have written all of the elements of the methods section, subsequent revisions should focus on how to present those elements as clearly and as logically as possibly. The description of how you prepared to study the research problem, how you gathered the data, and the protocol for analyzing the data should be organized chronologically. For clarity, when a large amount of detail must be presented, information should be presented in sub-sections according to topic. If necessary, consider using appendices for raw data.

ANOTHER NOTE : If you are conducting a qualitative analysis of a research problem , the methodology section generally requires a more elaborate description of the methods used as well as an explanation of the processes applied to gathering and analyzing of data than is generally required for studies using quantitative methods. Because you are the primary instrument for generating the data [e.g., through interviews or observations], the process for collecting that data has a significantly greater impact on producing the findings. Therefore, qualitative research requires a more detailed description of the methods used.

YET ANOTHER NOTE :   If your study involves interviews, observations, or other qualitative techniques involving human subjects , you may be required to obtain approval from the university's Office for the Protection of Research Subjects before beginning your research. This is not a common procedure for most undergraduate level student research assignments. However, i f your professor states you need approval, you must include a statement in your methods section that you received official endorsement and adequate informed consent from the office and that there was a clear assessment and minimization of risks to participants and to the university. This statement informs the reader that your study was conducted in an ethical and responsible manner. In some cases, the approval notice is included as an appendix to your paper.

III.  Problems to Avoid

Irrelevant Detail The methodology section of your paper should be thorough but concise. Do not provide any background information that does not directly help the reader understand why a particular method was chosen, how the data was gathered or obtained, and how the data was analyzed in relation to the research problem [note: analyzed, not interpreted! Save how you interpreted the findings for the discussion section]. With this in mind, the page length of your methods section will generally be less than any other section of your paper except the conclusion.

Unnecessary Explanation of Basic Procedures Remember that you are not writing a how-to guide about a particular method. You should make the assumption that readers possess a basic understanding of how to investigate the research problem on their own and, therefore, you do not have to go into great detail about specific methodological procedures. The focus should be on how you applied a method , not on the mechanics of doing a method. An exception to this rule is if you select an unconventional methodological approach; if this is the case, be sure to explain why this approach was chosen and how it enhances the overall process of discovery.

Problem Blindness It is almost a given that you will encounter problems when collecting or generating your data, or, gaps will exist in existing data or archival materials. Do not ignore these problems or pretend they did not occur. Often, documenting how you overcame obstacles can form an interesting part of the methodology. It demonstrates to the reader that you can provide a cogent rationale for the decisions you made to minimize the impact of any problems that arose.

Literature Review Just as the literature review section of your paper provides an overview of sources you have examined while researching a particular topic, the methodology section should cite any sources that informed your choice and application of a particular method [i.e., the choice of a survey should include any citations to the works you used to help construct the survey].

It’s More than Sources of Information! A description of a research study's method should not be confused with a description of the sources of information. Such a list of sources is useful in and of itself, especially if it is accompanied by an explanation about the selection and use of the sources. The description of the project's methodology complements a list of sources in that it sets forth the organization and interpretation of information emanating from those sources.

Azevedo, L.F. et al. "How to Write a Scientific Paper: Writing the Methods Section." Revista Portuguesa de Pneumologia 17 (2011): 232-238; Blair Lorrie. “Choosing a Methodology.” In Writing a Graduate Thesis or Dissertation , Teaching Writing Series. (Rotterdam: Sense Publishers 2016), pp. 49-72; Butin, Dan W. The Education Dissertation A Guide for Practitioner Scholars . Thousand Oaks, CA: Corwin, 2010; Carter, Susan. Structuring Your Research Thesis . New York: Palgrave Macmillan, 2012; Kallet, Richard H. “How to Write the Methods Section of a Research Paper.” Respiratory Care 49 (October 2004):1229-1232; Lunenburg, Frederick C. Writing a Successful Thesis or Dissertation: Tips and Strategies for Students in the Social and Behavioral Sciences . Thousand Oaks, CA: Corwin Press, 2008. Methods Section. The Writer’s Handbook. Writing Center. University of Wisconsin, Madison; Rudestam, Kjell Erik and Rae R. Newton. “The Method Chapter: Describing Your Research Plan.” In Surviving Your Dissertation: A Comprehensive Guide to Content and Process . (Thousand Oaks, Sage Publications, 2015), pp. 87-115; What is Interpretive Research. Institute of Public and International Affairs, University of Utah; Writing the Experimental Report: Methods, Results, and Discussion. The Writing Lab and The OWL. Purdue University; Methods and Materials. The Structure, Format, Content, and Style of a Journal-Style Scientific Paper. Department of Biology. Bates College.

Writing Tip

Statistical Designs and Tests? Do Not Fear Them!

Don't avoid using a quantitative approach to analyzing your research problem just because you fear the idea of applying statistical designs and tests. A qualitative approach, such as conducting interviews or content analysis of archival texts, can yield exciting new insights about a research problem, but it should not be undertaken simply because you have a disdain for running a simple regression. A well designed quantitative research study can often be accomplished in very clear and direct ways, whereas, a similar study of a qualitative nature usually requires considerable time to analyze large volumes of data and a tremendous burden to create new paths for analysis where previously no path associated with your research problem had existed.

To locate data and statistics, GO HERE .

Another Writing Tip

Knowing the Relationship Between Theories and Methods

There can be multiple meaning associated with the term "theories" and the term "methods" in social sciences research. A helpful way to delineate between them is to understand "theories" as representing different ways of characterizing the social world when you research it and "methods" as representing different ways of generating and analyzing data about that social world. Framed in this way, all empirical social sciences research involves theories and methods, whether they are stated explicitly or not. However, while theories and methods are often related, it is important that, as a researcher, you deliberately separate them in order to avoid your theories playing a disproportionate role in shaping what outcomes your chosen methods produce.

Introspectively engage in an ongoing dialectic between the application of theories and methods to help enable you to use the outcomes from your methods to interrogate and develop new theories, or ways of framing conceptually the research problem. This is how scholarship grows and branches out into new intellectual territory.

Reynolds, R. Larry. Ways of Knowing. Alternative Microeconomics . Part 1, Chapter 3. Boise State University; The Theory-Method Relationship. S-Cool Revision. United Kingdom.

Yet Another Writing Tip

Methods and the Methodology

Do not confuse the terms "methods" and "methodology." As Schneider notes, a method refers to the technical steps taken to do research . Descriptions of methods usually include defining and stating why you have chosen specific techniques to investigate a research problem, followed by an outline of the procedures you used to systematically select, gather, and process the data [remember to always save the interpretation of data for the discussion section of your paper].

The methodology refers to a discussion of the underlying reasoning why particular methods were used . This discussion includes describing the theoretical concepts that inform the choice of methods to be applied, placing the choice of methods within the more general nature of academic work, and reviewing its relevance to examining the research problem. The methodology section also includes a thorough review of the methods other scholars have used to study the topic.

Bryman, Alan. "Of Methods and Methodology." Qualitative Research in Organizations and Management: An International Journal 3 (2008): 159-168; Schneider, Florian. “What's in a Methodology: The Difference between Method, Methodology, and Theory…and How to Get the Balance Right?” PoliticsEastAsia.com. Chinese Department, University of Leiden, Netherlands.

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Library Guides

Dissertations 4: methodology: start.

• Introduction & Philosophy
• Methodology

The Methodology Chapter

The methodology chapter flows organically from the literature review. This means that at this stage you should have reviewed the literature in your field of study, analysed research that has been conducted and highlighted how it was conducted. In turn, this should reflect the foundation of your own project as you will have to link it to your chosen research method.  

The methodology chapter also involves describing your method in detail and justifying the approach you are going to adopt, taking into consideration the limitations and ethical implications of your model. Your description should be detailed enough that someone reading your methodology can recreate your approach. 

Therefore, the methodology requires you to:

• describe your methods
• demonstrate a clear connection between your research question (or hypothesis) and the means by which you will reach your conclusions 
• present justification (strengths) and limitations (weaknesses) of your methods  

What are Methods & Methodology?

Methods 

In order to appreciate what methods are, let us remember what research is about. Research can be summarised into three points (Cottrell, 2014, p9): 

A question 

Methods of arriving at an answer 

The answer 

Thus, methods are the means to research and answer the research question, or test the hypothesis. Methods include techniques and procedures used to obtain and analyse data (Saunders, Lewis and Thornhill, 2015, p4). Your methods can consist of primary and secondary sources, qualitative, quantitative and mixed methods, as illustrated in this guide.  

Methodology 

Methodology is sometimes used interchangeably with methods, or as the set of methods used in a research. More specifically, as the name would suggest, methodo-logy is the logos, the reasoning, on the methods. It is also referred to as the theory of how research should be undertaken (Saunders, Lewis and Thornhill, 2015, p4). This is why you normally would have a methodology, rather than methods, chapter in a dissertation.  

First Key Tip

We hope this guide will be helpful, but it is of fundamental importance that you also use a  research methods book  (or other authoritative source) for your discipline . The book will guide you on best methods for your research, give you practical guidance, and present critical insights and limitations of the methods.

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Writing the Research Methodology Section of Your Thesis

This article explains the meaning of research methodology and the purpose and importance of writing a research methodology section or chapter for your thesis paper. It discusses what to include and not include in a research methodology section, the different approaches to research methodology that can be used, and the steps involved in writing a robust research methodology section.

What is a thesis research methodology?

A thesis research methodology explains the type of research performed, justifies the methods that you chose   by linking back to the literature review , and describes the data collection and analysis procedures. It is included in your thesis after the Introduction section . Most importantly, this is the section where the readers of your study evaluate its validity and reliability.

What should the research methodology section in your thesis include?

• The aim of your thesis
• An outline of the research methods chosen (qualitative, quantitative, or mixed methods)
• Background and rationale for the methods chosen, explaining why one method was chosen over another
• Methods used for data collection and data analysis
• Materials and equipment used—keep this brief
• Difficulties encountered during data collection and analysis. It is expected that problems will occur during your research process. Use this as an opportunity to demonstrate your problem-solving abilities by explaining how you overcame all obstacles. This builds your readers’ confidence in your study findings.
• A brief evaluation of your research explaining whether your results were conclusive and whether your choice of methodology was effective in practice

What should not be included in the research methodology section of your thesis?

• Irrelevant details, for example, an extensive review of methodologies (this belongs in the literature review section) or information that does not contribute to the readers’ understanding of your chosen methods
• A description of basic procedures
• Excessive details about materials and equipment used. If an extremely long and detailed list is necessary, add it as an appendix

Types of methodological approaches

The choice of which methodological approach to use depends on your field of research and your thesis question. Your methodology should establish a clear relationship with your thesis question and must also be supported by your  literature review . Types of methodological approaches include quantitative, qualitative, or mixed methods. 

Quantitative studies generate data in the form of numbers   to count, classify, measure, or identify relationships or patterns. Information may be collected by performing experiments and tests, conducting surveys, or using existing data. The data are analyzed using  statistical tests and presented as charts or graphs. Quantitative data are typically used in the Sciences domain.

For example, analyzing the effect of a change, such as alterations in electricity consumption by municipalities after installing LED streetlights.

The raw data will need to be prepared for statistical analysis by identifying variables and checking for missing data and outliers. Details of the statistical software program used (name of the package, version number, and supplier name and location) must also be mentioned.

Qualitative studies gather non-numerical data using, for example, observations, focus groups, and in-depth interviews.   Open-ended questions are often posed. This yields rich, detailed, and descriptive results. Qualitative studies are usually   subjective and are helpful for investigating social and cultural phenomena, which are difficult to quantify. Qualitative studies are typically used in the Humanities and Social Sciences (HSS) domain.

For example, determining customer perceptions on the extension of a range of baking utensils to include silicone muffin trays.

The raw data will need to be prepared for analysis by coding and categorizing ideas and themes to interpret the meaning behind the responses given.

Mixed methods use a combination of quantitative and qualitative approaches to present multiple findings about a single phenomenon. T his enables triangulation: verification of the data from two or more sources.

Data collection

Explain the rationale behind the sampling procedure you have chosen. This could involve probability sampling (a random sample from the study population) or non-probability sampling (does not use a random sample).

For quantitative studies, describe the sampling procedure and whether statistical tests were used to determine the  sample size .

Following our example of analyzing the changes in electricity consumption by municipalities after installing LED streetlights, you will need to determine which municipal areas will be sampled and how the information will be gathered (e.g., a physical survey of the streetlights or reviewing purchase orders).

For qualitative research, describe how the participants were chosen and how the data is going to be collected.

Following our example about determining customer perceptions on the extension of a range of baking utensils to include silicone muffin trays, you will need to decide the criteria for inclusion as a study participant (e.g., women aged 20–70 years, bakeries, and bakery supply shops) and how the information will be collected (e.g., interviews, focus groups, online or in-person questionnaires, or video recordings) .

Data analysis

For quantitative research, describe what tests you plan to perform and why you have chosen them. Popular data analysis methods in quantitative research include:

• Descriptive statistics (e.g., means, medians, modes)
• Inferential statistics (e.g., correlation, regression, structural equation modeling)

For qualitative research, describe how the data is going to be analyzed and justify your choice. Popular data analysis methods in qualitative research include:

• Qualitative content analysis
• Thematic analysis
• Discourse analysis
• Narrative analysis
• Grounded theory
• Interpretative phenomenological analysis (IPA)

Evaluate and justify your methodological choices

You need to convince the reader that you have made the correct methodological choices. Once again, this ties back to your thesis question and  literature review . Write using a persuasive tone, and use  rhetoric to convince the reader of the quality, reliability, and validity of your research.

Ethical considerations

• The young researcher should maintain objectivity at all times
• All participants have the right to privacy and anonymity
• Research participation must be voluntary
• All subjects have the right to withdraw from the research at any time
• Consent must be obtained from all participants before starting the research
• Confidentiality of data provided by individuals must be maintained
• Consider how the interpretation and reporting of the data will affect the participants

Tips for writing a robust thesis research methodology

• Determine what kind of knowledge you are trying to uncover. For example, subjective or objective, experimental or interpretive.
• A thorough literature review is the best starting point for choosing your methods.
• Ensure that there is continuity throughout the research process. The authenticity of your research depends upon the validity of the research data, the reliability of your data measurements, and the time taken to conduct the analysis.
• Choose a research method that is achievable. Consider the time and funds available, feasibility, ethics, and access and availability of equipment to measure the phenomenon or answer your thesis question correctly.
• If you are struggling with a concept, ask for help from your supervisor, academic staff members, or fellow students.

A thesis methodology justifies why you have chosen a specific approach to address your thesis question. It explains how you will collect the data and analyze it. Above all, it allows the readers of your study to evaluate its validity and reliability.

A thesis is the most crucial document that you will write during your academic studies. For professional thesis editing and thesis proofreading services, visit  Enago Thesis Editing for more information.

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Introduce your methodological approach , for example, quantitative, qualitative, or mixed methods.

Explain why your chosen approach is relevant to the overall research design and how it links with your  thesis question.

Justify your chosen method and why it is more appropriate than others.

Provide background information on methods that may be unfamiliar to readers of your thesis.

Introduce the tools that you will use for data collection , and explain how you plan to use them (e.g., surveys, interviews, experiments, or existing data).

Explain how you will analyze your results. The type of analysis used depends on the methods you chose. For example, exploring theoretical perspectives to support your explanation of observed behaviors in a qualitative study or using statistical analyses in a quantitative study.

Mention any research limitations. All studies are expected to have limitations, such as the sample size, data collection method, or equipment. Discussing the limitations justifies your choice of methodology despite the risks. It also explains under which conditions the results should be interpreted and shows that you have taken a holistic approach to your study.

What is the difference between methodology and methods? +

Methodology  refers to the overall rationale and strategy of your thesis project. It involves studying the theories or principles behind the methods used in your field so that you can explain why you chose a particular method for your research approach.  Methods , on the other hand, refer to how the data were collected and analyzed (e.g., experiments, surveys, observations, interviews, and statistical tests).

What is the difference between reliability and validity? +

Reliability refers to whether a measurement is consistent (i.e., the results can be reproduced under the same conditions).  Validity refers to whether a measurement is accurate (i.e., the results represent what was supposed to be measured). For example, when investigating linguistic and cultural guidelines for administration of the Preschool Language Scales, Fifth Edition (PLS5) in Arab-American preschool children, the normative sample curves should show the same distribution as a monolingual population, which would indicate that the test is valid. The test would be considered reliable if the results obtained were consistent across different sampling sites.

What tense is used to write the methods section? +

The methods section is written in the past tense because it describes what was done.

What software programs are recommended for statistical analysis? +

Recommended programs include Statistical Analysis Software (SAS) ,  Statistical Package for the Social Sciences (SPSS) ,  JMP ,  R software,  MATLAB , Microsoft Excel,  GraphPad Prism , and  Minitab .

• How it works

Writing a Methodology for your Dissertation | Complete Guide & Steps

What is a methodology.

The methodology is perhaps the most challenging and laborious part of the dissertation . Essentially, the methodology helps in understanding the broad, philosophical approach behind the methods of research you chose to employ in your study. The research methodology elaborates on the ‘how’ part of your research.

This means that your methodology chapter should clearly state whether you chose to use quantitative or qualitative data collection techniques or a mix of both.

Your research methodology should explain the following:

• What was the purpose of your research?
• What type of research method was used?
• What were the data-collecting methods?
• How did you analyse the data?
• What kind of resources were used in your research?
• Why did you choose these methods?

You will be required to provide justifications as to why you preferred a certain method over the others. If you are trying to figure out exactly how to write methodology or the structure of a methodology for a dissertation, this article will point you in the right direction.

Students must be sure of why they chose a certain research method over another. “I figured out” or “In my opinion” statements will not be an acceptable justification. So, you will need to come up with concrete academic reasons for your selection of research methods.

What are the Standard Contents of a Research Methodology?

The methodology generally acts as a guideline or plan for exactly how you intend to carry out your research. This is especially true for students who must submit their methodology chapter before carrying out the research.

Your methodology should link back to the literature review and clearly state why you chose certain data collection and analysis methods for your research/dissertation project.

The methodology chapter consists of the following:

• Research Design
• Philosophical Approach
• Data Collection Methods
• Research Limitations
• Ethical Considerations (If Any)
• Data Analysis Methods

For those who are submitting their dissertation as a single paper, their methodology should also touch on any modifications they had to make as their work progressed.

However, it is essential to provide academic justifications for all choices made by the researcher.

How to Choose your Dissertation Methodology and Research Design?

The theme of your research methodology chapter should be related to your literature review and research question (s).

You can visit your college or university library to find textbooks and articles that provide information about the commonly employed research methods .

An intensive reading of such books can help you devise your research philosophy and choose the appropriate methods. Any limitations or weaknesses of your chosen research approach should also be explained, as well as the strategies to overcome them.

To research well, you should read well! Read as many research articles (from reputed journals) as you can. Seeing how other researchers use methods in their studies and why will help you justify, in the long run, your own research method(s).

Regardless of the chosen research approach, you will find researchers who either support it or don’t. Use the arguments for and against articulated in the literature to clarify why you decided to choose the selected research design and why the research limitations are irrelevant to your research.

How to Structure your Dissertation Methodology?

The typical structure of the methodology chapter is as follows:

• Research Design And Strategy
• Methods Of Data Collection And Data Analysis
• Ethical Considerations, Reliability , Limitations And Generalisability

In research jargon, generalisability is termed external validity . It means how generalisable your research findings are to other contexts, places, times, people, etc. External validity is expected to be significantly high, especially in quantitative studies.

According to USC-Research Guides (2017) , a research design’s primary function is to enable the researcher to answer the research questions through evidence effectively. Generally, this section will shed light on how you collected your data.

The researcher will have to justify their choice of data collection methods, such as the one that was reviewed, the use of data tools (interviews, phone surveys, questionnaires, observation, online surveys , etc.) and the like.

Moreover, data sampling choice should also be clearly explained with a focus on how you chose the ethnicity, group, profession and age of the participants.

• What type of questions do you intend to ask the respondents?
• How will they help to answer your research questions ?
• How will they help to test the hypothesis of the dissertation?

It is recommended to prepare these questions at the start of your research. You should develop your research problem and questions. This approach can allow the room to change or modify research questions if your data collection methods do not give the desired results.

It’s a good practice to keep referring to your research questions whilst planning or writing the research design section. This will help your reader recall what the research is about; why you have done what you did. Even though this technique is recommended to be applied at the start of every section within a dissertation, it’s especially beneficial in the methodology section.

In short, you will need to make sure that the data you are going to collect relates to the topic you are exploring. The complexity and length of the research design section will vary depending on your academic subject and the scope of your research, but a well-written research design will have the following characteristics:

• It sheds light on alternative research design options and justifies why your chosen design is the best to address the research problem.
• Clearly specifies the research questions that the research aims to address or the hypothesis to validate.
• Explain how the collected data will help address the research problem and discusses your research methodology to collect the data.

Philosophical Approach Behind Writing a Methodology

This will discuss your chosen philosophy to strengthen your research and the research model. Commonly employed philosophies in academia are

• Interpretivism,
• Positivism/Post-Positivism
• Constructivism

There are several other research philosophies that you could adopt.

The choice of philosophy will depend on many factors, including your academic subject and the type and complexity of the research study. Regardless of which philosophy is used, you will be required to make different assumptions about the world.

Once you have chosen your research philosophy, the next step will describe your research context to answer all the questions, including when, where, why, how and what of your research.

Essentially, as a researcher, you will be required to decide whether you will be using a qualitative method, a quantitative method or a mix of both.

Did you know?

Using both qualitative and quantitative methods leads to the use of a mixed-methods approach. This approach also goes by another seldom-used name: eclectic approach.

The process of data collection is different for each method. Typically, you would want to decide whether you will adopt the positivist approach, defining your hypothesis and testing it against reality.

If this is the case, you will be required to take the quantitative approach, collecting numerical data at a large scale (from 30 or more respondents) and testing your hypotheses with this data.

Collecting data from at least 30 respondents/participants ensures reliable statistical analysis . This is especially true for quantitative studies. If the data contains less than 30 responses, it won’t be enough to carry out reliable statistical analyses on such data.

The other option for you would be to base your research on a qualitative approach, which will point you in a direction where you will be investigating broader areas by identifying people’s emotions and perceptions of a subject.

With a qualitative approach, you will have to collect responses from respondents and look at them in all their richness to develop theories about the field you are exploring.

Finally, you can also use a mix of qualitative and quantitative methods (which is becoming increasingly popular among researchers these days). This method is beneficial if you are interested in putting quantitative data into a real-world context or reflecting different perspectives on a subject.

Research philosophy in the ‘research onion.’

Methods of Data Collection and Data Analysis

This section will require you to clearly specify how you gathered the data and briefly discuss the tools you used to analyse it. For example, you may choose to conduct surveys and/or interviews as part of the data collection process.

Similarly, if you used software such as Excel or SPSS to process the data , you will have to justify your software choice. In this section of your methodology chapter , you will also have to explain how you arrived at your findings and how reliable they are.

It is important to note that your readers or supervisor would want to see a correlation between your findings and the hypothesis/research questions you based your study on at the very beginning.

Your supervisor or dissertation research assistant can play a key role in helping you write the methodology chapter according to established research standards. So, keep your supervisor in the loop to get their contributions and recommendations throughout the process.

In this section, you should briefly describe the methods you’ve used to analyse the data you’ve collected.

The qualitative method includes analysing language, images, audio, videos, or any textual data (textual analysis). The following types of methods are used in textual analysis .

Discourse analysis:

Discourse analysis is an essential aspect of studying a language and its uses in day-to-day life.

Content analysis:

It is a method of studying and retrieving meaningful information from documents Thematic analysis:

It’s a method of identifying patterns of themes in the collected information, such as face-to-face interviews, texts, and transcripts.

Example: After collecting the data, it was checked thoroughly to find the missing information. The interviews were transcribed, and textual analysis was conducted. The repetitions of the text, types of colours displayed, and the tone of the speakers was measured.

Quantitative data analysis is used for analysing numerical data. Include the following points:

• The methods of preparing data before analysing it.
• Which statistical test you have used? (one-ended test, two-ended test)
• The type of software you’ve used.

Ethical Considerations, Reliability and Limitations of a Dissertation Methodology

Other important sections of your methodology are:

Ethical Considerations

Always consider how your research will influence other individuals who are beyond the scope of the study. This is especially true for human subjects. As a researcher, you are always expected to make sure that your research and ideas do not harm anyone in any way.Discussion concerning data protection, data handling and data confidentiality will also be included in this brief segment.

• How did you ensure your participants’/respondents’ anonymity and/or confidentiality?
• Did you remove any identifiable markers after conducting the study (post-test stage) so that readers wouldn’t be able to guess the identity of the participant/respondent?
• Was personal information collected according to the purpose of the research? (For instance, asking respondents their age when it wasn’t even relevant in the study). All such ethical considerations need to be mentioned.

Even though there is no established rule to include ethical considerations and limitations within the methodology section, it’s generally recommended to include it in this section, as it makes more sense than including it, say, after the discussions section or within the conclusion.

This is mainly because limitations almost always occur in the methodology stage of research. And ethical considerations need to be taken while sampling, an important aspect of the research methodology.

Here are some examples of ethical issues that you should be mindful of

• Does your research involve participants recalling episodes of suffering and pain?
• Are you trying to find answers to questions considered culturally sensitive either by participants or the readers?
• Are your research, analysis and findings based on a specific location or a group of people?

All such issues should be categorically addressed and a justification provided for your chosen research methodology by highlighting the study’s benefits.

Reliability

Is your research study and findings reliable for other researchers in your field of work? To establish yourself as a reliable researcher, your study should be both authentic and reliable.

Reliability means the extent to which your research can yield similar results if it was replicated in another setting, at a different time, or under different circumstances. If replication occurs and different findings come to light, your (original) research would be deemed unreliable.

Limitations

Good dissertation writers will always acknowledge the limitations of their research study. Limitations in data sampling can decrease your results’ reliability.

A classic example of research limitation is collecting responses from people of a certain age group when you could have targeted a more representative cross-section of the population.Be humble and admit to your own study’s limitations. Doing so makes your referees, editors, supervisors, readers and anyone else involved in the research enterprise aware that you were also aware of the things that limited your study.

Limitations are NOT the same as implications. Sometimes, the two can be confused. Limitations lead to implications, that is, due to a certain factor being absent in the study (limitation) for instance, future research could be carried out in a setting where that factor is present (implication).

Dissertation Methodology Example

At this point, you might have a basic understanding of how to craft a well-written, organised, accurate methodology section for your dissertation. An example might help bring all the aforementioned points home. Here is a dissertation methodology example in pdf to better understand how to write methodology for a dissertation.

Sample Dissertation Methodology

Does your Research Methodology Have the Following?

• Great Research/Sources
• Perfect Language
• Accurate Sources

If not, we can help. Our panel of experts makes sure to keep the 3 pillars of Research Methodology strong.

Types of Methodologies

A scientific or lab-based study.

A methodology section for a scientific study will need to elaborate on reproducibility and meticulousness more than anything else. If your methods have obvious flaws, the readers are not going to be impressed. Therefore, it is important to ensure that your chosen research methodology is vigorous in nature.

Any information related to the procedure, setup and equipment should be clearly stated so other researchers in your field of study can work with the same method in the future if needed.

Variables that are likely to falsify your data must be taken into the equation to avoid ambiguities. It is recommended to present a comprehensive strategy to deal with these variables when gathering and analysing the data and drawing conclusions.

Statistical models employed as part of your scientific study will have to be justified, and so your methodology should include details of those statistical models.

Another scholar in the future might use any aspect of your methodology as the starting point for their research. For example, they might base their research on your methodology but analyse the data using other statistical models. Hence, this is something you should be mindful of.

Behavioural or Social Sciences-Based Dissertation

Like scientific or lab-based research, a behavioural and social sciences methodology needs to be built along the same lines. The chosen methodology should demonstrate reproducibility and firmness so other scholars can use your whole dissertation methodology or a part of it based on their research needs.

But there are additional issues that the researcher must take into consideration when working with human subjects. As a starting point, you will need to decide whether your analysis will be based on qualitative data, quantitative data or mixed-method of research, where qualitative data is used to provide contextual background to quantitative data or the other way around.

Here are some questions for you to consider:

• Will you observe the participants undertaking some activity, ask them to fill out a questionnaire, or record their responses during the interviews ?
• Will you base your research on existing evidence and datasets and avoid working with human subjects?
• What are the length, width, and reach of your data? Define its scope.
• Is the data highly explicit to the location or cultural setting you carried your study in, or can it be generalised to other situations and frameworks (reliability)? What are your reasons and justifications?

While you will be required to demonstrate that you have taken care of the above questions, it is equally important to make sure that you address your research study’s ethical issues side-by-side.

Of course, the first step in that regard will be to obtain formal approval for your research design from the ethics bodies (such as IRBs – institutional review boards), but still, there will be many more issues that could trigger a sense of grief and discomfort among some of the readers.

Humanities and Arts Dissertation Project

The rigour and dependability of the methods of research employed remain undisputed and unquestionable for humanities and arts-based dissertations as well. However, the way you convince your readers of your dissertation’s thoroughness is slightly different.

Unlike social science dissertation or a scientific study, the methodology of dissertations in arts and humanities subjects needs to be directly linked to the literature review regardless of how innovative your dissertation’s topic might be.

For example, you could demonstrate the relationship between A and B to discover a new theoretical background or use existing theories in a new framework.

The methodology section of humanities and arts-based dissertations is less complex, so there might be no need to justify it in detail. Students can achieve a seamless transition from the literature review to the analysis section.

However, like with every other type of research methodology, it is important to provide a detailed justification of your chosen methodology and relate it to the research problem.

Failing to do so could leave some readers unconvinced of your theoretical foundations’ suitability, which could potentially jeopardise your whole research.

Make sure that you are paying attention to and giving enough information about the social and historical background of the theoretical frameworks your research methodology is based on. This is especially important if there is an essential difference of opinion between your research and the research done on the subject in the past.

A justification of why opposing schools of thought disagree and why you still went ahead to use aspects of these schools of thought in your methodology should be clearly presented for the readers to understand how they would support your readings.

A Dissertation in Creative Arts

Some degree programs in the arts allow students to undertake a portfolio of artworks or creative writing rather than produce an extended dissertation research project.However, in practice, your creative research will be required to be submitted along with a comprehensive evaluative paper, including background information and an explanation that hypothesises your innovative exercise.

While this might seem like an easy thing to do, critical evaluation of someone’s work is highly complex and notorious in nature. This further reinforces the argument of developing a rigorous methodology and adhering to it.

As a scholar, you will be expected to showcase the ability to critically analyse your methodology and show that you are capable of critically evaluating your own creative work.Such an approach will help you justify your method of creating the work, which will give the readers the impression that your research is grounded in theory.

What to Avoid in Methodology?

All chapters of a dissertation paper are interconnected. This means that there will undoubtedly be some information that would overlap between the different chapters of the dissertation .

For example, some of the text material may seem appropriate to both the literature review and methodology sections; you might even end up moving information from pillar to post between different chapters as you edit and improve your dissertation .

However, make sure that you are not making the following a part of your dissertation methodology, even though it may seem appropriate to fit them in there:

A Long Review of Methods Employed by Previous Researchers

It might seem relevant to include details of the models your dissertation methodology is based on. However, a detailed review of models and precedents used by other scholars and theorists will better fit in the literature review chapter, which you can link back to. This will help the readers understand why you decided to go in favour of or against a certain tactic.

Unnecessary Details Readers Might Not be Interested In

There is absolutely no need to provide extensive details of things like lab equipment and experiment procedures. Having such information in the methodology chapter would discourage some readers who might not be interested in your equipment, setup, lab environment, etc.

Your aim as the author of the document will be to retain the readers’ interest and make the methodology chapter as readable as possible.

While it is important to get all the information relating to how others can reproduce your experiment, it is equally important to ensure your methodology section isn’t unnecessarily long. Again, additional information is better to be placed within the appendices chapter.

The methodology is not the section to provide raw data, even if you are only discussing the data collection process. All such information should be moved to the appendices section.

Even if you feel some finding or numerical data is crucial to be presented within the methodology section, you can, at most, make brief comments about such data. Its discussion, however, is only allowed in the discussions section .

What Makes your Methodology Stand Out?

The factors which can determine if your dissertation methodology is ‘great’ depend on many factors, including the level of study you are currently enrolled in.

Undergraduate dissertations are, of course, less complex and less demanding. At most universities in the UK, undergraduate students are required to exhibit the ability to conduct thorough research as they engage for the first time with theoretical and conceptual frameworks in their chosen research area.

As an undergraduate student, you will be expected to showcase the capacity to reproduce what you have learnt from theorists in your academic subject, transform your leanings into a methodology that would help you address the research problem, and test the research hypothesis, as mentioned in the introduction chapter.

A great undergraduate-level dissertation will incorporate different schools of thought and make a valuable contribution to existing knowledge. However, in general, undergraduate-level dissertations’ focus should be to show thorough desk-based and independent research skills.

Postgraduate dissertation papers are much more compound and challenging because they are expected to make a substantial contribution to existing knowledge.

Depending on the academic institute, some postgraduate students are even required to develop a project published by leading academic journals as an approval of their research skills.

It is important to recognise the importance of a postgraduate dissertation towards building your professional career, especially if your work is considered impactful in your area of study and receives citations from multiple scholars, enhancing your reputation in academic communities.

Even if some academics cite your literature review and conclusion in their own work, it is a well-known fact that your methodology framework will result in many more citations regardless of your academic subject.

Other scholars and researchers in your area of study are likely to give much more value to a well-crafted methodology, especially one they can use as the starting point for their own research.

Of course, they can alter, refine and enhance your methodology in one way or another. They can even apply your methodological framework to a new data set or apply it in a completely new situation that is irrelevant to your work.

Finally, postgraduate dissertations are expected to be highly convincing and demonstrate in-depth engagement. They should be reproducible and show rigour, so the findings and conclusions can be regarded as authentic and reliable among scientific and academic communities.

The methodology is the door to success when it comes to dissertation projects. An original methodology that takes into consideration all aspects of research is likely to have an impact on the field of study.

As a postgraduate student, you should ask yourself, Is my dissertation methodology reproducible and transferable? Producing a methodology that others can reproduce in the future is as important as answering research questions .

The methodology chapter can either make or break the grade of your research/dissertation paper. It’s one of the research elements that leave a memorable impression on your readers. So, it would help if you took your time when it comes to choosing the right design and philosophical approach for your research.

Always use authentic academic sources and discuss your plans in detail with your supervisor if you believe your research design or approach has flaws in it.

Did this article help you learn how to write a dissertation methodology and how to structure a dissertation methodology? Let us know in your comments.

Are you struggling to create a thorough and well-rounded dissertation methodology?

Avail of our dissertation writing services ! At ResearchProspect, we have Master’s and PhD qualified dissertation writers for all academic subjects, so you can be confident that the writer we will assign to your dissertation order will be an expert in your field of study. They can help you with your whole dissertation or just a part of it. You decide how much or how little help you need.

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Are you looking for intriguing and trending dissertation topics? Get inspired by our list of free dissertation topics on all subjects.

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Learn about the steps required to successfully complete their research project. Make sure to follow these steps in their respective order.

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• GETTING STARTED
• Introduction
• FUNDAMENTALS

Getting to the main article

Choosing your route

Setting research questions/ hypotheses

Assessment point

Building the theoretical case

Setting your research strategy

Research methods

The quantitative research method(s) that you set in your dissertation will depend on (a) the goals of your research, (b) the research design that you have set, (c) the route you are following, and the approach within that route, and (d) the relative advantages and disadvantages of the different research methods available to you. There are a number of research methods available when taking on a quantitative dissertation, including survey methods (i.e., questionnaires ), structured interviews , structured observation , laboratory data and data sets . Unless you already understand the differences between these different quantitative research methods, we would recommend that you learn more about them now, including their advantages and disadvantages, in the Research Methods section of the Fundamentals part of Lærd Dissertation.

Even though you are likely to use just a single quantitative research method in your dissertation, it is important to understand the other research methods that could have been available to you. This is an important difference between dissertations and the main journal article you are interested in because of the way that dissertations are marked. After all, the main journal article is unlikely to discuss the different research methods that could have been used, and in some cases, even fully justify the choice of research methods that were used. By contrast, whilst this is not always the case, the marking scheme for the research strategy section of your dissertation tends to require you to (a) discuss the different research methods available to you, and (b) justify your choice of research method, taking into account the goals of your research, and the relative advantages and disadvantages of each research method ( NOTE: In some cases, you will also be expected to take into account the different research methods used within the area of the literature that you are studying, since sometimes there is research to show that particular research methods are more effective within a given area than others, but this is more common at the doctoral level than the undergraduate or master's level). Before moving on, it is worth checking your dissertation guidelines to see if you are required to explain the different research methods available to you, including their relative advantages and disadvantages, in addition to justifying your chosen research method.

In order to select the most appropriate research method for your dissertation, start by thinking about the route you have chosen, and the approach within that route:

• ROUTE A: Duplication
• ROUTE B: Generalisation
• ROUTE C: Extension

Route A: Duplication

If you are pursuing Route A: Duplication , it is most likely that you will adopt the same research methods as those used in the main journal article for the same reason that you would adopt the same research design (i.e., the purpose of your dissertation is to duplicate the research strategy set in main journal article).

This is because one of the principals of replication-based dissertations (i.e., any Route #1: Replication-based dissertation ) is the desire to compare the findings from your dissertation to those of the main journal article. Such comparisons are easiest and clearer when you can compare like-for-like results , which also requires you to collect like-for-like data . For example, if you were interested in examining the relationship between study time and exam performance , the differences in the scores on the dependent variable (i.e., exam performance ), in relation to the independent variable (i.e., study time ) would be clearest if the measures used to examine exam performance and study time were the same in your dissertation and the main journal article (e.g., if both your dissertation and the main journal article measured exam performance using a multi-choice questionnaire with the same questions, where students could score between 0-100 marks). That way, if the results from your dissertation and the main journal article are significantly different (e.g., the marks from your study were 15 points lower out of 100, and the results were statistically significant), you could be more confident in concluding that the findings from the main journal article could not be confirmed (i.e., could not be duplicated ). As a result, the dependent variable (e.g., exam performance) may be explained by more than the independent variable (e.g., study time). Therefore, in terms of research methods, it would make sense that your dissertation and the main journal article used the same research methods (e.g., a multi-choice questionnaire with the same questions, where students could score between 0-100 marks).

If the reasons why these research methods were chosen are explained in the main journal article, this will help when it comes to the write up. However, if this is not the case, you still need to think about why such research methods were used in the main journal article and the appropriateness of such research methods.

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The Top 3 Types of Dissertation Research Explained

Preparing for your doctoral dissertation takes serious perseverance. You’ve endured years of studies and professional development to get to this point. After sleepless nights and labor-intensive research, you’re ready to present the culmination of all of your hard work. Even with a strong base knowledge, it can be difficult — even daunting — to decide how you will begin writing.

By taking a wide-lens view of the dissertation research process , you can best assess the work you have ahead of you and any gaps in your current research strategy. Subsequently, you’ll begin to develop a timeline so you can work efficiently and cross that finish line with your degree in hand.

What Is a Dissertation?

A dissertation is a published piece of research on a novel topic in your chosen field. Students complete a dissertation as part of a doctoral or PhD program. For most students, a dissertation is the first substantive piece of academic research they will write. 

Because a dissertation becomes a published piece of academic literature that other academics may cite, students must defend it in front of a board of experts consisting of peers in their field, including professors, their advisor, and other industry experts. 

For many students, a dissertation is the first piece of research in a long career full of research. As such, it’s important to choose a topic that’s interesting and engaging.

Types of Dissertation Research

Dissertations can take on many forms, based on research and methods of presentation in front of a committee board of academics and experts in the field. Here, we’ll focus on the three main types of dissertation research to get you one step closer to earning your doctoral degree.

1. Qualitative

The first type of dissertation is known as a qualitative dissertation . A qualitative dissertation mirrors the qualitative research that a doctoral candidate would conduct throughout their studies. This type of research relies on non-numbers-based data collected through things like interviews, focus groups and participant observation. 

The decision to model your dissertation research according to the qualitative method will depend largely on the data itself that you are collecting. For example, dissertation research in the field of education or psychology may lend itself to a qualitative approach, depending on the essence of research. Within a qualitative dissertation research model, a candidate may pursue one or more of the following:

• Case study research
• Autoethnographies
• Narrative research 
• Grounded theory 

Although individual approaches may vary, qualitative dissertations usually include certain foundational characteristics. For example, the type of research conducted to develop a qualitative dissertation often follows an emergent design, meaning that the content and research strategy changes over time. Candidates also rely on research paradigms to further strategize how best to collect and relay their findings. These include critical theory, constructivism and interpretivism, to name a few. 

Because qualitative researchers integrate non-numerical data, their methods of collection often include unstructured interview, focus groups and participant observations. Of course, researchers still need rubrics from which to assess the quality of their findings, even though they won’t be numbers-based. To do so, they subject the data collected to the following criteria: dependability, transferability and validity. 

When it comes time to present their findings, doctoral candidates who produce qualitative dissertation research have several options. Some choose to include case studies, personal findings, narratives, observations and abstracts. Their presentation focuses on theoretical insights based on relevant data points. 

2. Quantitative

Quantitative dissertation research, on the other hand, focuses on the numbers. Candidates employ quantitative research methods to aggregate data that can be easily categorized and analyzed. In addition to traditional statistical analysis, quantitative research also hones specific research strategy based on the type of research questions. Quantitative candidates may also employ theory-driven research, replication-based studies and data-driven dissertations. 

When conducting research, some candidates who rely on quantitative measures focus their work on testing existing theories, while others create an original approach. To refine their approach, quantitative researchers focus on positivist or post-positivist research paradigms. Quantitative research designs focus on descriptive, experimental or relationship-based designs, to name a few. 

To collect the data itself, researchers focus on questionnaires and surveys, structured interviews and observations, data sets and laboratory-based methods. Then, once it’s time to assess the quality of the data, quantitative researchers measure their results against a set of criteria, including: reliability, internal/external validity and construct validity. Quantitative researchers have options when presenting their findings. Candidates convey their results using graphs, data, tables and analytical statements.

3. Mixed-Method

Many PhD candidates also use a hybrid model in which they employ both qualitative and quantitative methods of research. Mixed dissertation research models are fairly new and gaining traction. For a variety of reasons, a mixed-method approach offers candidates both versatility and credibility. It’s a more comprehensive strategy that allows for a wider capture of data with a wide range of presentation optimization. 

In the most common cases, candidates will first use quantitative methods to collect and categorize their data. Then, they’ll rely on qualitative methods to analyze that data and draw meaningful conclusions to relay to their committee panel. 

With a mixed-method approach, although you’re able to collect and analyze a more broad range of data, you run the risk of widening the scope of your dissertation research so much that you’re not able to reach succinct, sustainable conclusions. This is where it becomes critical to outline your research goals and strategy early on in the dissertation process so that the techniques you use to capture data have been thoroughly examined. 

How to Choose a Type of Dissertation Research That’s Right for You

After this overview of application and function, you may still be wondering how to go about choosing a dissertation type that’s right for you and your research proposition. In doing so, you’ll have a couple of things to consider: 

• What are your personal motivations? 
• What are your academic goals? 

It’s important to discern exactly what you hope to get out of your doctoral program . Of course, the presentation of your dissertation is, formally speaking, the pinnacle of your research. However, doctoral candidates must also consider:

• Which contributions they will make to the field
• Who they hope to collaborate with throughout their studies
• What they hope to take away from the experience personally, professionally and academically

Personal Considerations

To discern which type of dissertation research to choose, you have to take a closer look at your learning style, work ethic and even your personality. 

Quantitative research tends to be sequential and patterned-oriented. Steps move in a logical order, so it becomes clear what the next step should be at all times. For most candidates, this makes it easier to devise a timeline and stay on track. It also keeps you from getting overwhelmed by the magnitude of research involved. You’ll be able to assess your progress and make simple adjustments to stay on target. 

On the other hand, maybe you know that your research will involve many interviews and focus groups. You anticipate that you’ll have to coordinate participants’ schedules, and this will require some flexibility. Instead of creating a rigid schedule from the get-go, allowing your research to flow in a non-linear fashion may actually help you accomplish tasks more efficiently, albeit out of order. This also allows you the personal versatility of rerouting research strategy as you collect new data that leads you down other paths. 

After examining the research you need to conduct, consider more broadly: What type of student and researcher are you? In other words, What motivates you to do your best work? 

You’ll need to make sure that your methodology is conducive to the data you’re collecting, and you also need to make sure that it aligns with your work ethic so you set yourself up for success. If jumping from one task to another will cause you extra stress, but planning ahead puts you at ease, a quantitative research method may be best, assuming the type of research allows for this. 

Professional Considerations

The skills you master while working on your dissertation will serve you well beyond the day you earn your degree. Take into account the skills you’d like to develop for your academic and professional future. In addition to the hard skills you will develop in your area of expertise, you’ll also develop soft skills that are transferable to nearly any professional or academic setting. Perhaps you want to hone your ability to strategize a timeline, gather data efficiently or draw clear conclusions about the significance of your data collection. 

If you have considerable experience with quantitative analysis, but lack an extensive qualitative research portfolio, now may be your opportunity to explore — as long as you’re willing to put in the legwork to refine your skills or work closely with your mentor to develop a strategy together. 

Academic Considerations

For many doctoral candidates who hope to pursue a professional career in the world of academia, writing your dissertation is a practice in developing general research strategies that can be applied to any academic project. 

Candidates who are unsure which dissertation type best suits their research should consider whether they will take a philosophical or theoretical approach or come up with a thesis that addresses a specific problem or idea. Narrowing down this approach can sometimes happen even before the research begins. Other times, candidates begin to refine their methods once the data begins to tell a more concrete story.

Next Step: Structuring Your Dissertation Research Schedule

Once you’ve chosen which type of dissertation research you’ll pursue, you’ve already crossed the first hurdle. The next hurdle becomes when and where to fit dedicated research time and visits with your mentor into your schedule. The busyness of day-to-day life shouldn’t prevent you from making your academic dream a reality. In fact, search for programs that assist, not impede, your path to higher levels of academic success. 

Find out more about SNU’s online and on-campus education opportunities so that no matter where you are in life, you can choose the path that’s right for you.

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Dissertation Structure & Layout 101: How to structure your dissertation, thesis or research project.

By: Derek Jansen (MBA) Reviewed By: David Phair (PhD) | July 2019

So, you’ve got a decent understanding of what a dissertation is , you’ve chosen your topic and hopefully you’ve received approval for your research proposal . Awesome! Now its time to start the actual dissertation or thesis writing journey.

To craft a high-quality document, the very first thing you need to understand is dissertation structure . In this post, we’ll walk you through the generic dissertation structure and layout, step by step. We’ll start with the big picture, and then zoom into each chapter to briefly discuss the core contents. If you’re just starting out on your research journey, you should start with this post, which covers the big-picture process of how to write a dissertation or thesis .

*The Caveat *

In this post, we’ll be discussing a traditional dissertation/thesis structure and layout, which is generally used for social science research across universities, whether in the US, UK, Europe or Australia. However, some universities may have small variations on this structure (extra chapters, merged chapters, slightly different ordering, etc).

So, always check with your university if they have a prescribed structure or layout that they expect you to work with. If not, it’s safe to assume the structure we’ll discuss here is suitable. And even if they do have a prescribed structure, you’ll still get value from this post as we’ll explain the core contents of each section.  

Overview: S tructuring a dissertation or thesis

• Acknowledgements page
• Abstract (or executive summary)
• Table of contents , list of figures and tables
• Chapter 1: Introduction
• Chapter 2: Literature review
• Chapter 3: Methodology
• Chapter 4: Results
• Chapter 5: Discussion
• Chapter 6: Conclusion
• Reference list

As I mentioned, some universities will have slight variations on this structure. For example, they want an additional “personal reflection chapter”, or they might prefer the results and discussion chapter to be merged into one. Regardless, the overarching flow will always be the same, as this flow reflects the research process , which we discussed here – i.e.:

• The introduction chapter presents the core research question and aims .
• The literature review chapter assesses what the current research says about this question.
• The methodology, results and discussion chapters go about undertaking new research about this question.
• The conclusion chapter (attempts to) answer the core research question .

In other words, the dissertation structure and layout reflect the research process of asking a well-defined question(s), investigating, and then answering the question – see below.

To restate that – the structure and layout of a dissertation reflect the flow of the overall research process . This is essential to understand, as each chapter will make a lot more sense if you “get” this concept. If you’re not familiar with the research process, read this post before going further.

Right. Now that we’ve covered the big picture, let’s dive a little deeper into the details of each section and chapter. Oh and by the way, you can also grab our free dissertation/thesis template here to help speed things up.

The title page of your dissertation is the very first impression the marker will get of your work, so it pays to invest some time thinking about your title. But what makes for a good title? A strong title needs to be 3 things:

• Succinct (not overly lengthy or verbose)
• Specific (not vague or ambiguous)
• Representative of the research you’re undertaking (clearly linked to your research questions)

Typically, a good title includes mention of the following:

• The broader area of the research (i.e. the overarching topic)
• The specific focus of your research (i.e. your specific context)
• Indication of research design (e.g. quantitative , qualitative , or  mixed methods ).

For example:

A quantitative investigation [research design] into the antecedents of organisational trust [broader area] in the UK retail forex trading market [specific context/area of focus].

Again, some universities may have specific requirements regarding the format and structure of the title, so it’s worth double-checking expectations with your institution (if there’s no mention in the brief or study material).

Acknowledgements

This page provides you with an opportunity to say thank you to those who helped you along your research journey. Generally, it’s optional (and won’t count towards your marks), but it is academic best practice to include this.

So, who do you say thanks to? Well, there’s no prescribed requirements, but it’s common to mention the following people:

• Your dissertation supervisor or committee.
• Any professors, lecturers or academics that helped you understand the topic or methodologies.
• Any tutors, mentors or advisors.
• Your family and friends, especially spouse (for adult learners studying part-time).

There’s no need for lengthy rambling. Just state who you’re thankful to and for what (e.g. thank you to my supervisor, John Doe, for his endless patience and attentiveness) – be sincere. In terms of length, you should keep this to a page or less.

Abstract or executive summary

The dissertation abstract (or executive summary for some degrees) serves to provide the first-time reader (and marker or moderator) with a big-picture view of your research project. It should give them an understanding of the key insights and findings from the research, without them needing to read the rest of the report – in other words, it should be able to stand alone .

For it to stand alone, your abstract should cover the following key points (at a minimum):

• Your research questions and aims – what key question(s) did your research aim to answer?
• Your methodology – how did you go about investigating the topic and finding answers to your research question(s)?
• Your findings – following your own research, what did do you discover?
• Your conclusions – based on your findings, what conclusions did you draw? What answers did you find to your research question(s)?

So, in much the same way the dissertation structure mimics the research process, your abstract or executive summary should reflect the research process, from the initial stage of asking the original question to the final stage of answering that question.

In practical terms, it’s a good idea to write this section up last , once all your core chapters are complete. Otherwise, you’ll end up writing and rewriting this section multiple times (just wasting time). For a step by step guide on how to write a strong executive summary, check out this post .

Need a helping hand?

Table of contents

This section is straightforward. You’ll typically present your table of contents (TOC) first, followed by the two lists – figures and tables. I recommend that you use Microsoft Word’s automatic table of contents generator to generate your TOC. If you’re not familiar with this functionality, the video below explains it simply:

If you find that your table of contents is overly lengthy, consider removing one level of depth. Oftentimes, this can be done without detracting from the usefulness of the TOC.

Right, now that the “admin” sections are out of the way, its time to move on to your core chapters. These chapters are the heart of your dissertation and are where you’ll earn the marks. The first chapter is the introduction chapter – as you would expect, this is the time to introduce your research…

It’s important to understand that even though you’ve provided an overview of your research in your abstract, your introduction needs to be written as if the reader has not read that (remember, the abstract is essentially a standalone document). So, your introduction chapter needs to start from the very beginning, and should address the following questions:

• What will you be investigating (in plain-language, big picture-level)?
• Why is that worth investigating? How is it important to academia or business? How is it sufficiently original?
• What are your research aims and research question(s)? Note that the research questions can sometimes be presented at the end of the literature review (next chapter).
• What is the scope of your study? In other words, what will and won’t you cover ?
• How will you approach your research? In other words, what methodology will you adopt?
• How will you structure your dissertation? What are the core chapters and what will you do in each of them?

These are just the bare basic requirements for your intro chapter. Some universities will want additional bells and whistles in the intro chapter, so be sure to carefully read your brief or consult your research supervisor.

If done right, your introduction chapter will set a clear direction for the rest of your dissertation. Specifically, it will make it clear to the reader (and marker) exactly what you’ll be investigating, why that’s important, and how you’ll be going about the investigation. Conversely, if your introduction chapter leaves a first-time reader wondering what exactly you’ll be researching, you’ve still got some work to do.

Now that you’ve set a clear direction with your introduction chapter, the next step is the literature review . In this section, you will analyse the existing research (typically academic journal articles and high-quality industry publications), with a view to understanding the following questions:

• What does the literature currently say about the topic you’re investigating?
• Is the literature lacking or well established? Is it divided or in disagreement?
• How does your research fit into the bigger picture?
• How does your research contribute something original?
• How does the methodology of previous studies help you develop your own?

Depending on the nature of your study, you may also present a conceptual framework towards the end of your literature review, which you will then test in your actual research.

Again, some universities will want you to focus on some of these areas more than others, some will have additional or fewer requirements, and so on. Therefore, as always, its important to review your brief and/or discuss with your supervisor, so that you know exactly what’s expected of your literature review chapter.

Now that you’ve investigated the current state of knowledge in your literature review chapter and are familiar with the existing key theories, models and frameworks, its time to design your own research. Enter the methodology chapter – the most “science-ey” of the chapters…

In this chapter, you need to address two critical questions:

• Exactly HOW will you carry out your research (i.e. what is your intended research design)?
• Exactly WHY have you chosen to do things this way (i.e. how do you justify your design)?

Remember, the dissertation part of your degree is first and foremost about developing and demonstrating research skills . Therefore, the markers want to see that you know which methods to use, can clearly articulate why you’ve chosen then, and know how to deploy them effectively.

Importantly, this chapter requires detail – don’t hold back on the specifics. State exactly what you’ll be doing, with who, when, for how long, etc. Moreover, for every design choice you make, make sure you justify it.

In practice, you will likely end up coming back to this chapter once you’ve undertaken all your data collection and analysis, and revise it based on changes you made during the analysis phase. This is perfectly fine. Its natural for you to add an additional analysis technique, scrap an old one, etc based on where your data lead you. Of course, I’m talking about small changes here – not a fundamental switch from qualitative to quantitative, which will likely send your supervisor in a spin!

You’ve now collected your data and undertaken your analysis, whether qualitative, quantitative or mixed methods. In this chapter, you’ll present the raw results of your analysis . For example, in the case of a quant study, you’ll present the demographic data, descriptive statistics, inferential statistics , etc.

Typically, Chapter 4 is simply a presentation and description of the data, not a discussion of the meaning of the data. In other words, it’s descriptive, rather than analytical – the meaning is discussed in Chapter 5. However, some universities will want you to combine chapters 4 and 5, so that you both present and interpret the meaning of the data at the same time. Check with your institution what their preference is.

Now that you’ve presented the data analysis results, its time to interpret and analyse them. In other words, its time to discuss what they mean, especially in relation to your research question(s).

What you discuss here will depend largely on your chosen methodology. For example, if you’ve gone the quantitative route, you might discuss the relationships between variables . If you’ve gone the qualitative route, you might discuss key themes and the meanings thereof. It all depends on what your research design choices were.

Most importantly, you need to discuss your results in relation to your research questions and aims, as well as the existing literature. What do the results tell you about your research questions? Are they aligned with the existing research or at odds? If so, why might this be? Dig deep into your findings and explain what the findings suggest, in plain English.

The final chapter – you’ve made it! Now that you’ve discussed your interpretation of the results, its time to bring it back to the beginning with the conclusion chapter . In other words, its time to (attempt to) answer your original research question s (from way back in chapter 1). Clearly state what your conclusions are in terms of your research questions. This might feel a bit repetitive, as you would have touched on this in the previous chapter, but its important to bring the discussion full circle and explicitly state your answer(s) to the research question(s).

Next, you’ll typically discuss the implications of your findings? In other words, you’ve answered your research questions – but what does this mean for the real world (or even for academia)? What should now be done differently, given the new insight you’ve generated?

Lastly, you should discuss the limitations of your research, as well as what this means for future research in the area. No study is perfect, especially not a Masters-level. Discuss the shortcomings of your research. Perhaps your methodology was limited, perhaps your sample size was small or not representative, etc, etc. Don’t be afraid to critique your work – the markers want to see that you can identify the limitations of your work. This is a strength, not a weakness. Be brutal!

This marks the end of your core chapters – woohoo! From here on out, it’s pretty smooth sailing.

The reference list is straightforward. It should contain a list of all resources cited in your dissertation, in the required format, e.g. APA , Harvard, etc.

It’s essential that you use reference management software for your dissertation. Do NOT try handle your referencing manually – its far too error prone. On a reference list of multiple pages, you’re going to make mistake. To this end, I suggest considering either Mendeley or Zotero. Both are free and provide a very straightforward interface to ensure that your referencing is 100% on point. I’ve included a simple how-to video for the Mendeley software (my personal favourite) below:

Some universities may ask you to include a bibliography, as opposed to a reference list. These two things are not the same . A bibliography is similar to a reference list, except that it also includes resources which informed your thinking but were not directly cited in your dissertation. So, double-check your brief and make sure you use the right one.

The very last piece of the puzzle is the appendix or set of appendices. This is where you’ll include any supporting data and evidence. Importantly, supporting is the keyword here.

Your appendices should provide additional “nice to know”, depth-adding information, which is not critical to the core analysis. Appendices should not be used as a way to cut down word count (see this post which covers how to reduce word count ). In other words, don’t place content that is critical to the core analysis here, just to save word count. You will not earn marks on any content in the appendices, so don’t try to play the system!

Time to recap…

And there you have it – the traditional dissertation structure and layout, from A-Z. To recap, the core structure for a dissertation or thesis is (typically) as follows:

• Acknowledgments page

Most importantly, the core chapters should reflect the research process (asking, investigating and answering your research question). Moreover, the research question(s) should form the golden thread throughout your dissertation structure. Everything should revolve around the research questions, and as you’ve seen, they should form both the start point (i.e. introduction chapter) and the endpoint (i.e. conclusion chapter).

I hope this post has provided you with clarity about the traditional dissertation/thesis structure and layout. If you have any questions or comments, please leave a comment below, or feel free to get in touch with us. Also, be sure to check out the rest of the  Grad Coach Blog .

Psst... there’s more!

This post was based on one of our popular Research Bootcamps . If you're working on a research project, you'll definitely want to check this out ...

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36 Comments

many thanks i found it very useful

Glad to hear that, Arun. Good luck writing your dissertation.

Such clear practical logical advice. I very much needed to read this to keep me focused in stead of fretting.. Perfect now ready to start my research!

what about scientific fields like computer or engineering thesis what is the difference in the structure? thank you very much

Thanks so much this helped me a lot!

Very helpful and accessible. What I like most is how practical the advice is along with helpful tools/ links.

Thanks Ade!

Thank you so much sir.. It was really helpful..

You’re welcome!

Hi! How many words maximum should contain the abstract?

Thank you so much 😊 Find this at the right moment

You’re most welcome. Good luck with your dissertation.

best ever benefit i got on right time thank you

Many times Clarity and vision of destination of dissertation is what makes the difference between good ,average and great researchers the same way a great automobile driver is fast with clarity of address and Clear weather conditions .

I guess Great researcher = great ideas + knowledge + great and fast data collection and modeling + great writing + high clarity on all these

You have given immense clarity from start to end.

Morning. Where will I write the definitions of what I’m referring to in my report?

Thank you so much Derek, I was almost lost! Thanks a tonnnn! Have a great day!

Thanks ! so concise and valuable

This was very helpful. Clear and concise. I know exactly what to do now.

Thank you for allowing me to go through briefly. I hope to find time to continue.

Really useful to me. Thanks a thousand times

Very interesting! It will definitely set me and many more for success. highly recommended.

Thank you soo much sir, for the opportunity to express my skills

Usefull, thanks a lot. Really clear

Very nice and easy to understand. Thank you .

That was incredibly useful. Thanks Grad Coach Crew!

My stress level just dropped at least 15 points after watching this. Just starting my thesis for my grad program and I feel a lot more capable now! Thanks for such a clear and helpful video, Emma and the GradCoach team!

Do we need to mention the number of words the dissertation contains in the main document?

It depends on your university’s requirements, so it would be best to check with them 🙂

Such a helpful post to help me get started with structuring my masters dissertation, thank you!

Great video; I appreciate that helpful information

It is so necessary or avital course

This blog is very informative for my research. Thank you

Doctoral students are required to fill out the National Research Council’s Survey of Earned Doctorates

wow this is an amazing gain in my life

This is so good

How can i arrange my specific objectives in my dissertation?

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8 Tips for Writing Dissertation Data Analysis to Elevate Your Scholarship

Dissertation data analysis is the process by which researchers interpret findings to drive useful insights. In this way, they can divide the big chunks of results into smaller fragments that make more sense to the reader. It helps to draw evidence-based conclusions and provides the basis for making claims and recommendations. 

Writing up such data analysis is not a skill that someone is born with. You need guidance or practice to meet the standards. If you want to elevate your research skills by writing an exceptional data analysis for your thesis, then consider the guidance provided in this article. Here are the top tips that can help you while you are describing your approach to draw results. If a deeper understanding of the process stresses its complexity, then asking for dissertation help online can take away this academic anxiety. The experts are well aware of the patterns, trends and relationships within the data. So, the write-up can stand out as unique due to the exceptional organizations involved. 

Keep reading to learn the top tips for writing a data analysis chapter in your dissertation. This way, you can stand out in the increasing competition by showcasing your research skills to readers. 

What Is a Data Analysis Dissertation?

Dissertation data analysis is the systematic examination, organization, or interpretation of data from your research findings. The intent is to define patterns to provide a deeper understanding of the qualitative or quantitative results. It addresses the intriguing research question in data analysis dissertations. 

How Do You Write Data Analysis Dissertation? 8 Tips

In presenting data analysis for dissertation, you need to define the statistical test conducted for the process. You will also crack the assumptions underlying these tests, the sample size and how to conclude. Here we will demystify the process of writing the data analysis of your dissertation. These are the expert tips that can assist you in addition to a basic understanding of the process. 

1. The Data Must Be Relevant 

Do not blindly follow all the data collected in the data analysis and findings dissertation. For the data analysis, you will check which part of the data has a close resemblance with your research objectives. The inclusion of irrelevant data will showcase the incoherence of the findings. Ultimately, it can raise questions about your research expertise. 

2. Use Appropriate Methods 

You must use appropriate dissertation data analysis methods to fulfill your aims. These methods need to be justified by providing proper reasoning. Remember that the reader should not feel that you chose your method haphazardly. Rather write in the data analysis chapter dissertation how you find these approaches meaningful. 

3. Make Use of Info Graphics 

It can be difficult to cover large amounts of information within a given word count limit in dissertation data analysis. So, you should use all the possible means to present the data that you collected. Consider using diagrams, graphs, charts, and formulas to provide a unique advantage to the paper. If it seems difficult for you to present your findings in a presentational way, then availing yourself of dissertation writing services UK can be one of the best possible options. These experts can better illustrate the data in a succinate manner that no longer bores the reader with long phrases. 

4. Explain Thoroughly 

Most of the students make this mistake when conducting qualitative data analysis in dissertations. They think that writing a quote is enough for the reader to understand. Remember, a qualitative data analysis dissertation never speaks for itself. You should demonstrate all the areas with a critical perspective so that no ambiguity remains for the reader.  

5. Write Some Data in the Appendix  

It is always scary for the writer to remove long information from dissertation data analysis if it seems irrelevant after proofreading. If you feel unwilling to cut down the long data that you spend hours collecting, then simply shift it to the appendix. Only the most relevant snippet of the information should be part of the dissertation itself. 

The National Academies Press presents a sample of the appendix where questionnaires are used to illustrate the data. 

6. Consider Various Interpretations 

You will cover this part in the discussion chapter of the data collection and analysis dissertation. Here demonstrate the trends, patterns and themes within the data. Highlight the strengths as well as limitations so that there must not be any bias in the findings. 

7. Relate With Previous Literature 

It is advisable to compare your dissertation data analysis with other academia to highlight the points of agreement and differences. Make sure that your findings are consistent with the previous data or does it create some sort of controversy in the literature? It is important to create this link explicitly. 

8. Seek Professional Help 

Writing a dissertation itself is not a difficult process. A researcher who can go through the complex research process can also perform well in writing those findings. However, the critical analysis of these findings may be challenging. Dissertation data analysis is more than presenting what has been found out after experimentation. 

If including a critical perspective in your writing is difficult for you, ask a dissertation writer to conduct these critiques for you. These experts offer customized assistance tailored to the specific needs of the researcher. 

How Do You Write a Statistical Analysis for A Dissertation?

To write the statistical dissertation data analysis, the below five-step guide can direct you to its effective implementation. 

• Describe your hypothesis and research design.
• Data collection. 
• Summarise your findings and give a descriptive explanation. 
• Test your hypothesis. 
• Interpret findings. 

Data Analysis Dissertation Examples

The Bridge Point Education describes the whole dissertation writing process. The dissertation data analysis chapter can be helpful for students struggling with the complexity of it. All the related details, such as what to discuss here and how to align with the research design, are mentioned in side notes as,  

Conclusion 

The dissertation data analysis is one of the most important chapters of your dissertation. It involves the critical evaluation of your results. Consequently, you will tell the reader how the specific methodology and the draw conclusions are sound to be used in your research design. 

The data analysis section of a dissertation is not only essential but also difficult. Many students struggle here as they do not know how to identify the related pattern and organize their thoughts. That is why we presented expert tips to assist the process smoothly. It involves using relevant data, an appropriate approach, a thorough explanation, infographics, an appendix, or relating your findings to previous literature. All of this means contributing to the quality of your paper.

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Coverage Manifold Estimation in Cellular Networks via Conditional GANs

This research introduces an approach utilizing a novel conditional generative adversarial network (cGAN) tailored specifically for the prediction of cellular network coverage. In comparison to state-of-the-art method convolutional neural networks (CNNs), our cGAN model offers a significant improvement by translating base station locations within any Region-of-Interest (RoI) into precise coverage probability values within a designated region-of-evaluation (RoE).

By leveraging base station location data from diverse geographical and infrastructural landscapes spanning regions like India, the USA, Germany, and Brazil, our model demonstrates superior predictive performance compared to existing CNN-based approaches. Notably, the prediction error, as quantified by the L1 norm, is reduced by two orders of magnitude in comparison to state-of-the-art CNN models.

Furthermore, the coverage manifolds generated by our cGAN model closely resemble those produced by conventional simulation methods, indicating a substantial advancement in both prediction accuracy and visual fidelity. This achievement underscores the potential of cGANs in enhancing the precision and reliability of cellular network performance prediction, offering promising implications for optimizing network planning and deployment strategies.

Degree Type

• Master of Science
• Industrial Engineering

Campus location

• West Lafayette

Advisor/Supervisor/Committee Chair

Additional committee member 2, additional committee member 3, usage metrics.

• Deep learning
• Networking and communications
• Industrial engineering

Student information

MSc thesis topic: Alternative method to derive CLC2024

The upcoming year the European Environmental Agency (EEA) is requesting WENR to update the CLC2018 dataset for the Netherlands. The update with reference year 2024 is based on the principle of mapping the land cover changes first and derive on basis of the changes and the previous CLC version the updated CLC version (i.e. CLCchanges 2018 – 2014 + CLC2018 = CLC2024). In previous update cycles the update was done on basis of visual interpretation of satellite imagery and independent from national existing land cover/land use databases like LGN. For a better harmonisation between CLC and LGN it would be good to derive CLC from LGN in the near future.

LGN (Landelijk Grondgebruik Nederland) is the national land cover and land use database of the Netherlands which is yearly updated. CLC (CORINE Land Cover) is the European land cover dataset which is updated every 6 years. WENR is responsible for the production of LGN and contracted for the Dutch part of the European CLC dataset. Next to the different update cycles both datasets have different thematic and spatial detail. CLC is a vector database with 44 thematic classes, MMW is 100m, MMU for status layer is 25ha and for changes 5ha. LGN is a raster database with a resolution of 5*5m and 51 thematic classes.

Objectives and Research questions

Is it possible to derive CLC from LGN?

• Develop a methodology to derive CLC from LGN (and eventual additional data) given the thematic and spatial specifications of CLC
• Review of advantages/disadvantages by comparing traditional CLC with CLC derived from LGN

Is it possible to monitor/derive CLC changes on basis of CLC versions derived from LGN?

Develop a methodology to create change database making monitoring possible given CLC spatial specifications for changes

• between newly derived CLC versions,
• between previous traditional CLC status layer and newly derived status layer based on LGN
• Review limitations and possibilities regarding monitoring real and technical changes

Requirements

• Knowledge/familiar with Dutch/European land monitoring
• Change detection (real/technical changes)
• GIS knowledge (QGIS/ArcGIS Pro)

Literature and information

• https://land.copernicus.eu/en/products/corine-land-cover

Expected reading list before starting the thesis research

• https://land.copernicus.eu/en/technical-library/manual-of-corine-land-cover-changes/@@download/file
• https://land.copernicus.eu/en/technical-library/clc-illustrated-nomenclature-guidelines/@@download/file
• https://lgn.nl/reports/WENR-rapport%203235_Totaal_LR.pdf

Theme(s) : Sensing & measuring, Integrated Land Monitoring

Do yourself a favour and start with the end in mind. Section 1 - Introduction. As with all chapters in your dissertation or thesis, the methodology chapter should have a brief introduction. In this section, you should remind your readers what the focus of your study is, especially the research aims. As we've discussed many times on the blog ...

Craft a convincing dissertation or thesis research proposal. Write a clear, compelling introduction chapter. Undertake a thorough review of the existing research and write up a literature review. Undertake your own research. Present and interpret your findings. Draw a conclusion and discuss the implications.

Observational methods are useful for in-depth analyses of behaviours in people, animals, organisations, events or phenomena. They can test a theory or products in real life or simulated settings. They generally a qualitative research method. Questionnaires and surveys.

Step 1: Consider your aims and approach. Step 2: Choose a type of research design. Step 3: Identify your population and sampling method. Step 4: Choose your data collection methods. Step 5: Plan your data collection procedures. Step 6: Decide on your data analysis strategies. Other interesting articles.

your chosen research method, and describe the process and participants in your study). The Methodology chapter is perhaps the part of a qualitative thesis that is most unlike its equivalent in a quantitative study. Students doing quantitative research have an established conventional 'model' to work to, which comprises these possible elements:

Provide the rationality behind your chosen approach. Based on logic and reason, let your readers know why you have chosen said research methodologies. Additionally, you have to build strong arguments supporting why your chosen research method is the best way to achieve the desired outcome. 3. Explain your mechanism.

Bem, Daryl J. Writing the Empirical Journal Article. Psychology Writing Center. University of Washington; Denscombe, Martyn. The Good Research Guide: For Small-Scale Social Research Projects. 5th edition.Buckingham, UK: Open University Press, 2014; Lunenburg, Frederick C. Writing a Successful Thesis or Dissertation: Tips and Strategies for Students in the Social and Behavioral Sciences.

Methodology. Methodology is sometimes used interchangeably with methods, or as the set of methods used in a research. More specifically, as the name would suggest, methodo-logy is the logos, the reasoning, on the methods. It is also referred to as the theory of how research should be undertaken (Saunders, Lewis and Thornhill, 2015, p4).

A thesis research methodology explains the type of research performed, justifies the methods that you chose by linking back to the literature review, and describes the data collection and analysis procedures.It is included in your thesis after the Introduction section.Most importantly, this is the section where the readers of your study evaluate its validity and reliability.

Step 4: Create a research design. The research design is a practical framework for answering your research questions. It involves making decisions about the type of data you need, the methods you'll use to collect and analyze it, and the location and timescale of your research. There are often many possible paths you can take to answering ...

The methodology is perhaps the most challenging and laborious part of the dissertation. Essentially, the methodology helps in understanding the broad, philosophical approach behind the methods of research you chose to employ in your study. The research methodology elaborates on the 'how' part of your research.

DISSERTATION CHAPTERS Order and format of dissertation chapters may vary by institution and department. 1. Introduction 2. Literature review 3. Methodology 4. Findings 5. Analysis and synthesis 6. Conclusions and recommendations Chapter 1: Introduction This chapter makes a case for the signifi-cance of the problem, contextualizes the

STEP THREE Research methods. The quantitative research method(s) that you set in your dissertation will depend on (a) the goals of your research, (b) the research design that you have set, (c) the route you are following, and the approach within that route, and (d) the relative advantages and disadvantages of the different research methods available to you. There are a number of research ...

The Method Chapter Describing Your Research Plan T he Method chapter of a dissertation, article, or proposal describes the exact steps that will be undertaken to address your hypotheses or research questions. For this reason, the Method section follows logically from the statement of the problem in much the same way as research

The research methodology is an important section of any research paper or thesis, as it describes the methods and procedures that will be used to conduct the research. It should include details about the research design, data collection methods, data analysis techniques, and any ethical considerations.

Presenting Methodology and Research Approach OVERVIEW Chapter 3 of the dissertation presents the research design and the specific procedures used in conducting your study. A research design includes various interrelated elements that reflect its sequential nature. This chapter is intended to show the reader that you have an understanding of the ...

ABSTRACT. Dissertation Research Methods: A Step-by-Step Guide to Writing Up Your Research in the Social Sciences focuses specifically on the methodology for planning, writing and submitting your dissertation thesis. Written by two methodology experts in the social sciences, the book provides a step-by-step guide through each stage of the ...

Types of Dissertation Research. Dissertations can take on many forms, based on research and methods of presentation in front of a committee board of academics and experts in the field. Here, we'll focus on the three main types of dissertation research to get you one step closer to earning your doctoral degree. 1. Qualitative

Qualitative research involves collecting and analyzing non-numerical data (e.g., text, video, or audio) to understand concepts, opinions, or experiences. It can be used to gather in-depth insights into a problem or generate new ideas for research. Qualitative research is the opposite of quantitative research, which involves collecting and ...

Gustave Flaubert. CHAPTER 3: RESEARCH METHODOLOGY. 3.1 Introduction. As it is indicated in the title, this chapter includes the research methodology of. the dissertation. In more details, in this ...

Abstract or executive summary. The dissertation abstract (or executive summary for some degrees) serves to provide the first-time reader (and marker or moderator) with a big-picture view of your research project. It should give them an understanding of the key insights and findings from the research, without them needing to read the rest of the report - in other words, it should be able to ...

Thesis. Definition: Thesis is a scholarly document that presents a student's original research and findings on a particular topic or question. It is usually written as a requirement for a graduate degree program and is intended to demonstrate the student's mastery of the subject matter and their ability to conduct independent research.

The inclusion of irrelevant data will showcase the incoherence of the findings. Ultimately, it can raise questions about your research expertise. 2. Use Appropriate Methods You must use appropriate dissertation data analysis methods to fulfill your aims. These methods need to be justified by providing proper reasoning.

7. Statistical Methods for Analyzing the Impacts of Environmental Policies. 8. The Evaluation of Statistical Literacy Among Non-Statisticians in Research-Intensive Fields. 9. Spatial Statistics: Modeling and Analysis of Geospatial Data. 10. The Challenges of Missing Data in Longitudinal Studies and Approaches for Handling Dropout.

This research introduces an approach utilizing a novel conditional generative adversarial network (cGAN) tailored specifically for the prediction of cellular network coverage. In comparison to state-of-the-art method convolutional neural networks (CNNs), our cGAN model offers a significant improvement by translating base station locations within any Region-of-Interest (RoI) into precise ...

The upcoming year the European Environmental Agency (EEA) is requesting WENR to update the CLC2018 dataset for the Netherlands. The update with reference year 2024 is based on the principle of mapping the land cover changes first and derive on basis of the changes and the previous CLC version the updated CLC version (i.e. CLCchanges 2018 - 2014 + CLC2018 = CLC2024). In previous update cycles ...